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C130 · 140 Terminology · 94 Corrections

Operations Research: terminology and correction records

Find the book’s terminology choices and inspect correction records with their source identities.

Open the Indonesian book · Choose exercises and teacher materials

The 140 terminology choices and 94 correction records come from the native backend. Labels such as “approved” and the evidence below are producer records. This audit checks metadata identity and source relationships; it has not repeated the Indonesian canon review or verified every correction mathematically.

All 5,186 records containing target text match the released text: 5,184 at declared lines and two through native multi-part alignment. The 21 formerly unresolved references have been checked. All 5,525 segment identities remain intact.

One of the two alignment files has a different SHA-256 from the producer’s declared whole-file identity. The referenced text parts reconstruct exactly, but whole-file equality is not proved. This is not canon approval or a native book rebuild.

Inspect the 21 repaired references

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linearisasi nilai mutlak

Original term
absolute-value linearization
Concept
concept.absolute-value-linearization
Native status
approved
References and identities

term.absolute-value-linearization.id

Evidence recorded by the book producer

Original quotation from the producer’s record; original language retained

Final id-ID corpus terminology audit

Contexts associated by concept ID: 0 records

    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

    aditivitas

    Original term
    additivity
    Concept
    concept.lp-modeling-assumptions
    Native status
    approved
    References and identities

    term.additivity.id

    Evidence recorded by the book producer

    Original quotation from the producer’s record; original language retained

    Chapter 2 Assumptions section

    Contexts associated by concept ID: 1 records

    • segment.r017.book1.ch02.text.block-031

      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [170, 172]

    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

    solusi optimal alternatif

    Original term
    alternate optimal solutions
    Concept
    concept.alternate-optima
    Native status
    approved
    References and identities

    term.alternate-optima.id

    Evidence recorded by the book producer

    Original quotation from the producer’s record; original language retained

    Chapter 5 terminology decision

    Contexts associated by concept ID: 15 records

    • segment.o018.lab.ch05.readme.block-001

      o018-open-solver-lab/ch05-graphical-lp/README.md · · No confirmed text reference yet

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    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

    busur

    Original term
    arc
    Concept
    concept.graph-theory
    Native status
    approved
    References and identities

    term.arc.id

    Evidence recorded by the book producer

    Original quotation from the producer’s record; original language retained

    Chapter 4 terminology decision

    Contexts associated by concept ID: 515 records

    • segment.o018.lab.ch14.attribution.block-001

      o018-open-solver-lab/ch14-graph-algorithms/ATTRIBUTION.md · · No confirmed text reference yet

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    variabel artifisial

    Original term
    artificial variable
    Concept
    concept.artificial-variable
    Native status
    approved
    References and identities

    term.artificial-variable.id

    Evidence recorded by the book producer

    Original quotation from the producer’s record; original language retained

    Chapters 7 and 9 terminology decision

    Contexts associated by concept ID: 0 records

      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

      masalah penugasan

      Original term
      assignment problem
      Concept
      concept.assignment-model
      Native status
      approved
      References and identities

      term.assignment.id

      Evidence recorded by the book producer

      Original quotation from the producer’s record; original language retained

      Chapter 2 Assignment Problem subsection

      Contexts associated by concept ID: 34 records

      • segment.o018.lab.ch04.readme.block-001

        o018-open-solver-lab/ch04-compact-modeling-replacements/README.md · · No confirmed text reference yet

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      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

      solusi basis layak

      Original term
      basic feasible solution
      Concept
      concept.basic-feasible-solution
      Native status
      approved
      References and identities

      term.basic-feasible-solution.id

      Evidence recorded by the book producer

      Original quotation from the producer’s record; original language retained

      Chapters 7--9 terminology decision; 2026-08-22 Indonesian field-usage QA retained the preferred form, recorded a historical retrieval variant, and corrected one malformed local word order

      Contexts associated by concept ID: 0 records

        The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

        matriks basis

        Original term
        basis matrix
        Concept
        concept.basis-matrix
        Native status
        approved
        References and identities

        term.basis-matrix.id

        Evidence recorded by the book producer

        Original quotation from the producer’s record; original language retained

        Chapter 8 terminology decision

        Contexts associated by concept ID: 10 records

        • segment.o018.lab.simplex.readme.block-001

          o018-open-solver-lab/ch07-ch09-simplex/README.md · · No confirmed text reference yet

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        pemodelan Big-M

        Original term
        Big-M modeling
        Concept
        concept.big-m-modeling
        Native status
        approved
        References and identities

        term.big-m-modeling.id

        Evidence recorded by the book producer

        Original quotation from the producer’s record; original language retained

        Full-corpus id-ID terminology audit

        Contexts associated by concept ID: 366 records

        • segment.o018.lab.ch15.attribution.block-001

          o018-open-solver-lab/ch15-integer-programming/ATTRIBUTION.md · · No confirmed text reference yet

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        The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

        metode Big-M

        Original term
        Big-M method
        Concept
        concept.big-m-method
        Native status
        approved
        References and identities

        term.big-m.id

        Evidence recorded by the book producer

        Original quotation from the producer’s record; original language retained

        Chapters 7 and 9 terminology decision

        Contexts associated by concept ID: 0 records

          The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

          pemrograman bilangan bulat biner

          Original term
          binary integer programming
          Concept
          concept.binary-integer-programming
          Native status
          approved
          References and identities

          term.binary-integer-programming.id

          Evidence recorded by the book producer

          Original quotation from the producer’s record; original language retained

          first-boundary editorial terminology decision

          Contexts associated by concept ID: 422 records

          • segment.o018.lab.ch15.attribution.block-001

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          The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

          kendala aktif

          Original term
          binding constraint
          Concept
          concept.sensitivity-analysis
          Native status
          approved
          References and identities

          term.binding-constraint.id

          Evidence recorded by the book producer

          Original quotation from the producer’s record; original language retained

          Chapter 3 terminology decision

          Contexts associated by concept ID: 224 records

          • segment.o018.lab.ch03.readme.block-001

            o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

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          aturan Bland

          Original term
          Bland's rule
          Concept
          concept.bland-rule
          Native status
          approved
          References and identities

          term.bland-rule.id

          Evidence recorded by the book producer

          Original quotation from the producer’s record; original language retained

          Chapter 7 terminology decision

          Contexts associated by concept ID: 0 records

            The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

            bentuk kanonik

            Original term
            canonical form
            Concept
            concept.canonical-form
            Native status
            approved
            References and identities

            term.canonical-form.id

            Evidence recorded by the book producer

            Original quotation from the producer’s record; original language retained

            Chapter 7 terminology decision

            Contexts associated by concept ID: 0 records

              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

              model alokasi modal

              Original term
              capital-allocation model
              Concept
              concept.capital-allocation
              Native status
              approved
              References and identities

              term.capital-allocation.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              Final id-ID corpus terminology audit

              Contexts associated by concept ID: 3 records

              • segment.r017.book1.ch02.text.block-116

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [652, 660]

              • segment.r017.book1.ch04.text-b.block-154

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [917, 920]

              • segment.r017.book1.ch04.text-b.block-155

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [922, 926]

              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

              sel

              Original term
              cell
              Concept
              concept.spreadsheet-modeling
              Native status
              approved
              References and identities

              term.cell.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              Chapter 3 terminology decision

              Contexts associated by concept ID: 21 records

              • segment.o018.lab.ch03.readme.block-001

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              kepastian

              Original term
              certainty
              Concept
              concept.lp-modeling-assumptions
              Native status
              approved
              References and identities

              term.certainty.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              Chapter 2 Assumptions section

              Contexts associated by concept ID: 1 records

              • segment.r017.book1.ch02.text.block-031

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [170, 172]

              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

              notasi ringkas

              Original term
              compact notation
              Concept
              concept.compact-indexed-modeling
              Native status
              approved
              References and identities

              term.compact-notation.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              Chapter 4 terminology decision

              Contexts associated by concept ID: 28 records

              • segment.o018.lab.ch04.readme.block-001

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              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

              kelonggaran komplementer

              Original term
              complementary slackness
              Concept
              concept.complementary-slackness
              Native status
              approved
              References and identities

              term.complementary-slackness.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              Full-corpus id-ID terminology audit

              Contexts associated by concept ID: 227 records

              • segment.o018.lab.ch11.attribution.block-001

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              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

              pemformatan bersyarat

              Original term
              conditional formatting
              Concept
              concept.conditional-formatting
              Native status
              approved
              References and identities

              term.conditional-formatting.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              Chapter 3 terminology decision

              Contexts associated by concept ID: 1 records

              • segment.r017.book1.ch03.text.block-003

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [11, 12]

              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

              kendala

              Original term
              constraint
              Concept
              concept.constraint
              Native status
              approved
              References and identities

              term.constraint.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              first-boundary editorial terminology decision

              Contexts associated by concept ID: 2 records

              • segment.r017.book1.ch01.text.block-004

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [12, 22]

              • segment.r017.book1.ch02.text.block-013

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [56, 81]

              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

              kombinasi konveks

              Original term
              convex combination
              Concept
              concept.convex-combination
              Native status
              approved
              References and identities

              term.convex-combination.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              Chapter 6 terminology decision

              Contexts associated by concept ID: 5 records

              • segment.r017.book1.ch06.text.block-045

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [219, 220]

              • segment.r017.book1.ch06.text.block-124

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [648, 651]

              • segment.r017.book1.ch06.text.block-140

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [755, 765]

              • segment.r017.book1.ch06.text.block-143

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [782, 791]

              • segment.r017.book1.ch06.text.block-146

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [817, 825]

              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

              himpunan konveks

              Original term
              convex set
              Concept
              concept.convex-set
              Native status
              approved
              References and identities

              term.convex-set.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              Chapter 6 terminology decision

              Contexts associated by concept ID: 17 records

              • segment.o018.lab.ch06.readme.block-001

                o018-open-solver-lab/ch06-formal-mathematics/README.md · · No confirmed text reference yet

              • segment.o018.lab.ch06.readme.block-002

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              • segment.o018.lab.ch06.readme.block-003

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              • segment.o018.lab.ch06.readme.block-004

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              • segment.o018.lab.ch06.readme.block-005

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              • segment.o018.lab.ch06.readme.block-006

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              • segment.o018.lab.ch06.readme.block-007

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              • segment.o018.lab.ch06.readme.block-008

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              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

              konveks

              Original term
              convex
              Concept
              concept.convex-optimization
              Native status
              approved
              References and identities

              term.convex.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              first-boundary editorial terminology decision

              Contexts associated by concept ID: 1 records

              • segment.r017.book1.ch01.text.block-059

                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [334, 347]

              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

              titik sudut

              Original term
              corner point
              Concept
              concept.corner-point
              Native status
              approved
              References and identities

              term.corner-point.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              Chapter 6 terminology decision

              Contexts associated by concept ID: 12 records

              • segment.o018.lab.ch06.readme.block-001

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              • segment.o018.lab.ch06.readme.block-006

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              • segment.o018.lab.ch06.readme.block-007

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              siklus

              Original term
              cycling
              Concept
              concept.cycling
              Native status
              approved
              References and identities

              term.cycling.id

              Evidence recorded by the book producer

              Original quotation from the producer’s record; original language retained

              Chapter 7 terminology decision

              Contexts associated by concept ID: 0 records

                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                validasi data

                Original term
                data validation
                Concept
                concept.data-validation
                Native status
                approved
                References and identities

                term.data-validation.id

                Evidence recorded by the book producer

                Original quotation from the producer’s record; original language retained

                Chapter 3 terminology decision

                Contexts associated by concept ID: 1 records

                • segment.r017.book1.ch03.text.block-003

                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [11, 12]

                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                variabel keputusan

                Original term
                decision variable
                Concept
                concept.decision-variable
                Native status
                approved
                References and identities

                term.decision-variable.id

                Evidence recorded by the book producer

                Original quotation from the producer’s record; original language retained

                first-boundary editorial terminology decision

                Contexts associated by concept ID: 2 records

                • segment.r017.book1.ch01.text.block-004

                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [12, 22]

                • segment.r017.book1.ch02.text.block-013

                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [56, 81]

                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                degenerasi

                Original term
                degeneracy
                Concept
                concept.degeneracy
                Native status
                approved
                References and identities

                term.degeneracy.id

                Evidence recorded by the book producer

                Original quotation from the producer’s record; original language retained

                Chapter 7 terminology decision

                Contexts associated by concept ID: 0 records

                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                  masalah diet

                  Original term
                  diet problem
                  Concept
                  concept.diet-problem
                  Native status
                  approved
                  References and identities

                  term.diet-problem.id

                  Evidence recorded by the book producer

                  Original quotation from the producer’s record; original language retained

                  Final id-ID corpus terminology audit

                  Contexts associated by concept ID: 3 records

                  • segment.r017.book1.ch02.text.block-075

                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [379, 383]

                  • segment.r017.book1.ch03.text.block-047

                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [198, 212]

                  • segment.r017.book1.ch05.text.block-144

                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/Section2.tex · [879, 883]

                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                  algoritme Dijkstra

                  Original term
                  Dijkstra algorithm
                  Concept
                  concept.dijkstra-algorithm
                  Native status
                  approved
                  References and identities

                  term.dijkstra-algorithm.id

                  Evidence recorded by the book producer

                  Original quotation from the producer’s record; original language retained

                  Full-corpus id-ID terminology audit

                  Contexts associated by concept ID: 454 records

                  • segment.o018.lab.ch14.attribution.block-001

                    o018-open-solver-lab/ch14-graph-algorithms/ATTRIBUTION.md · · No confirmed text reference yet

                  • segment.o018.lab.ch14.attribution.block-002

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                  • segment.o018.lab.ch14.attribution.block-003

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                  • segment.o018.lab.ch14.attribution.block-004

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                  • segment.o018.lab.ch14.attribution.block-005

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                  • segment.o018.lab.ch14.attribution.block-006

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                  • segment.o018.lab.ch14.attribution.block-007

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                  graf berarah

                  Original term
                  directed graph
                  Concept
                  concept.graph-theory
                  Native status
                  approved
                  References and identities

                  term.directed-graph.id

                  Evidence recorded by the book producer

                  Original quotation from the producer’s record; original language retained

                  Chapter 4 terminology decision

                  Contexts associated by concept ID: 515 records

                  • segment.o018.lab.ch14.attribution.block-001

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                  • segment.o018.lab.ch14.attribution.block-003

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                  • segment.o018.lab.ch14.attribution.block-004

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                  • segment.o018.lab.ch14.attribution.block-006

                    o018-open-solver-lab/ch14-graph-algorithms/ATTRIBUTION.md · · No confirmed text reference yet

                  • segment.o018.lab.ch14.attribution.block-007

                    o018-open-solver-lab/ch14-graph-algorithms/ATTRIBUTION.md · · No confirmed text reference yet

                  • segment.o018.lab.ch14.attribution.block-008

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                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                  keterbagian

                  Original term
                  divisibility
                  Concept
                  concept.lp-modeling-assumptions
                  Native status
                  approved
                  References and identities

                  term.divisibility.id

                  Evidence recorded by the book producer

                  Original quotation from the producer’s record; original language retained

                  Chapter 2 Assumptions section

                  Contexts associated by concept ID: 1 records

                  • segment.r017.book1.ch02.text.block-031

                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [170, 172]

                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                  hasil kali titik

                  Original term
                  dot product
                  Concept
                  concept.dot-product
                  Native status
                  approved
                  References and identities

                  term.dot-product.id

                  Evidence recorded by the book producer

                  Original quotation from the producer’s record; original language retained

                  Full-corpus id-ID terminology audit

                  Contexts associated by concept ID: 58 records

                  • segment.r017.book1.appendix.vectors.dot-controller.block-001

                    source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsDotProduct.tex · [1, 1]

                  • segment.r017.book1.appendix.vectors.dot-controller.block-002

                    source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsDotProduct.tex · [3, 3]

                  • segment.r017.book1.appendix.vectors.dot-controller.block-003

                    source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsDotProduct.tex · [5, 9]

                  • segment.r017.book1.appendix.vectors.dot-significance.block-001

                    source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsDotProductSignificance.tex · [1, 1]

                  • segment.r017.book1.appendix.vectors.dot-significance.block-002

                    source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsDotProductSignificance.tex · [3, 6]

                  • segment.r017.book1.appendix.vectors.dot-significance.block-003

                    source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsDotProductSignificance.tex · [8, 15]

                  • segment.r017.book1.appendix.vectors.dot-significance.block-004

                    source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsDotProductSignificance.tex · [17, 17]

                  • segment.r017.book1.appendix.vectors.dot-significance.block-005

                    source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsDotProductSignificance.tex · [19, 26]

                  • segment.r017.book1.appendix.vectors.dot-significance.block-006

                    source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsDotProductSignificance.tex · [28, 31]

                  • segment.r017.book1.appendix.vectors.dot-significance.block-007

                    source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsDotProductSignificance.tex · [33, 33]

                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                  formulasi dual

                  Original term
                  dual formulation
                  Concept
                  concept.dual-formulation
                  Native status
                  approved
                  References and identities

                  term.dual-formulation.id

                  Evidence recorded by the book producer

                  Original quotation from the producer’s record; original language retained

                  Full-corpus id-ID terminology audit

                  Contexts associated by concept ID: 292 records

                  • segment.o018.lab.ch11.attribution.block-001

                    o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                  • segment.o018.lab.ch11.attribution.block-002

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                  • segment.o018.lab.ch11.attribution.block-003

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                  • segment.o018.lab.ch11.attribution.block-004

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                  • segment.o018.lab.ch11.attribution.block-005

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                  • segment.o018.lab.ch11.attribution.block-006

                    o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                  • segment.o018.lab.ch11.attribution.block-007

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                  • segment.o018.lab.ch11.attribution.block-008

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                  • segment.o018.lab.ch11.attribution.block-009

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                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                  variabel masuk

                  Original term
                  entering variable
                  Concept
                  concept.pivot-operation
                  Native status
                  approved
                  References and identities

                  term.entering-variable.id

                  Evidence recorded by the book producer

                  Original quotation from the producer’s record; original language retained

                  Chapter 7 terminology decision

                  Contexts associated by concept ID: 0 records

                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                    metode kendala epsilon

                    Original term
                    epsilon-constraint method
                    Concept
                    concept.epsilon-constraint-method
                    Native status
                    approved
                    References and identities

                    term.epsilon-constraint-method.id

                    Evidence recorded by the book producer

                    Original quotation from the producer’s record; original language retained

                    Full-corpus id-ID terminology audit

                    Contexts associated by concept ID: 150 records

                    • segment.o018.lab.ch13.attribution.block-001

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                    • segment.o018.lab.ch13.attribution.block-002

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                    • segment.o018.lab.ch13.attribution.block-003

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                    • segment.o018.lab.ch13.attribution.block-004

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                    • segment.o018.lab.ch13.attribution.block-005

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                    • segment.o018.lab.ch13.attribution.block-006

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                    • segment.o018.lab.ch13.attribution.block-007

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                    • segment.o018.lab.ch13.attribution.block-008

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                    • segment.o018.lab.ch13.attribution.block-009

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                    • segment.o018.lab.ch13.attribution.block-010

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                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                    sirkuit Euler

                    Original term
                    Euler circuit
                    Concept
                    concept.euler-circuit
                    Native status
                    approved
                    References and identities

                    term.euler-circuit.id

                    Evidence recorded by the book producer

                    Original quotation from the producer’s record; original language retained

                    Full-corpus id-ID terminology audit

                    Contexts associated by concept ID: 428 records

                    • segment.r017.book1.ch14.text.block-001

                      source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [1, 9]

                    • segment.r017.book1.ch14.text.block-002

                      source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [11, 12]

                    • segment.r017.book1.ch14.text.block-003

                      source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [14, 16]

                    • segment.r017.book1.ch14.text.block-004

                      source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [18, 23]

                    • segment.r017.book1.ch14.text.block-005

                      source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [25, 25]

                    • segment.r017.book1.ch14.text.block-006

                      source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [27, 27]

                    • segment.r017.book1.ch14.text.block-007

                      source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [29, 29]

                    • segment.r017.book1.ch14.text.block-008

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                    • segment.r017.book1.ch14.text.block-009

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                    • segment.r017.book1.ch14.text.block-010

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                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                    Solver Excel

                    Original term
                    Excel Solver
                    Concept
                    concept.excel-solver
                    Native status
                    approved
                    References and identities

                    term.excel-solver.id

                    Evidence recorded by the book producer

                    Original quotation from the producer’s record; original language retained

                    Chapter 3 terminology decision

                    Contexts associated by concept ID: 10 records

                    • segment.r017.book1.ch03.text.block-003

                      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [11, 12]

                    • segment.r017.book1.ch03.text.block-044

                      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [176, 184]

                    • segment.r017.book1.ch03.text.block-045

                      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [186, 194]

                    • segment.r017.book1.ch03.text.block-047

                      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [198, 212]

                    • segment.r017.book1.ch03.text.block-050

                      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [228, 230]

                    • segment.r017.book1.ch03.text.block-055

                      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [253, 255]

                    • segment.r017.book1.ch03.text.block-059

                      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [277, 279]

                    • segment.r017.book1.ch03.text.block-063

                      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [303, 305]

                    • segment.r017.book1.ch03.text.block-068

                      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [331, 341]

                    • segment.r017.book1.ch03.text.block-070

                      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [345, 359]

                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                    fungsi tujuan nilai harapan

                    Original term
                    expected-value objective
                    Concept
                    concept.expected-value-objective
                    Native status
                    approved
                    References and identities

                    term.expected-value-objective.id

                    Evidence recorded by the book producer

                    Original quotation from the producer’s record; original language retained

                    Final id-ID corpus terminology audit

                    Contexts associated by concept ID: 0 records

                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      titik ekstrem

                      Original term
                      extreme point
                      Concept
                      concept.extreme-point-optimality
                      Native status
                      approved
                      References and identities

                      term.extreme-point.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Chapter 5 terminology decision

                      Contexts associated by concept ID: 22 records

                      • segment.o018.lab.ch05.readme.block-001

                        o018-open-solver-lab/ch05-graphical-lp/README.md · · No confirmed text reference yet

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                      penentuan lokasi fasilitas

                      Original term
                      facility location
                      Concept
                      concept.facility-location
                      Native status
                      approved
                      References and identities

                      term.facility-location.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Full-corpus id-ID terminology audit

                      Contexts associated by concept ID: 366 records

                      • segment.o018.lab.ch15.attribution.block-001

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                      daerah fisibel

                      Original term
                      feasible region
                      Concept
                      concept.feasible-region
                      Native status
                      approved
                      References and identities

                      term.feasible-region.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      first-boundary editorial decision; 2026-08-22 Indonesian field-usage QA found mixed fisibel/layak evidence and retained the scoped preferred-plus-variant policy

                      Contexts associated by concept ID: 2 records

                      • segment.r017.book1.ch01.text.block-048

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [242, 244]

                      • segment.r017.book1.ch05.text.block-135

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/Section2.tex · [796, 803]

                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      model biaya tetap

                      Original term
                      fixed-charge model
                      Concept
                      concept.fixed-charge-model
                      Native status
                      approved
                      References and identities

                      term.fixed-charge-model.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Full-corpus id-ID terminology audit

                      Contexts associated by concept ID: 366 records

                      • segment.o018.lab.ch15.attribution.block-001

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                      konvensi tanda keseimbangan aliran

                      Original term
                      flow-balance sign convention
                      Concept
                      concept.flow-balance-sign-convention
                      Native status
                      approved
                      References and identities

                      term.flow-balance-convention.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Chapter 4 terminology decision

                      Contexts associated by concept ID: 5 records

                      • segment.r017.book1.ch04.text-b.block-001

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [1, 3]

                      • segment.r017.book1.ch04.text-b.block-037

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [176, 177]

                      • segment.r017.book1.ch04.text-b.block-129

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [794, 797]

                      • segment.r017.book1.ch04.text-b.block-200

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [1235, 1243]

                      • segment.r017.book1.ch04.text-b.block-211

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [1377, 1386]

                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      konservasi aliran

                      Original term
                      flow conservation
                      Concept
                      concept.flow-conservation
                      Native status
                      approved
                      References and identities

                      term.flow-conservation.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Chapter 4 terminology decision

                      Contexts associated by concept ID: 12 records

                      • segment.r017.book1.ch04.text-b.block-001

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                      • segment.r017.book1.ch04.text-b.block-018

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [79, 83]

                      • segment.r017.book1.ch04.text-b.block-037

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                      • segment.r017.book1.ch04.text-b.block-072

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [402, 403]

                      • segment.r017.book1.ch04.text-b.block-112

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [658, 661]

                      • segment.r017.book1.ch04.text-b.block-120

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [709, 713]

                      • segment.r017.book1.ch04.text-b.block-183

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [1083, 1091]

                      • segment.r017.book1.ch04.text-b.block-188

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [1109, 1111]

                      • segment.r017.book1.ch04.text-b.block-206

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [1315, 1332]

                      • segment.r017.book1.ch04.text-b.block-211

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [1377, 1386]

                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      variabel bebas

                      Original term
                      free variable
                      Concept
                      concept.short-selling
                      Native status
                      approved
                      References and identities

                      term.free-variable.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Chapter 3 terminology decision

                      Contexts associated by concept ID: 1 records

                      • segment.r017.book1.ch03.text.block-070

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [345, 359]

                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      eliminasi Gauss

                      Original term
                      Gaussian elimination
                      Concept
                      concept.gaussian-elimination
                      Native status
                      approved
                      References and identities

                      term.gaussian-elimination.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Full-corpus id-ID terminology audit

                      Contexts associated by concept ID: 134 records

                      • segment.r017.book1.appendix.linear-systems.gaussian.block-001

                        source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/systemsofequationsAlgebraicProceduresGaussianElimination.tex · [1, 1]

                      • segment.r017.book1.appendix.linear-systems.gaussian.block-002

                        source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/systemsofequationsAlgebraicProceduresGaussianElimination.tex · [3, 8]

                      • segment.r017.book1.appendix.linear-systems.gaussian.block-003

                        source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/systemsofequationsAlgebraicProceduresGaussianElimination.tex · [10, 27]

                      • segment.r017.book1.appendix.linear-systems.gaussian.block-004

                        source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/systemsofequationsAlgebraicProceduresGaussianElimination.tex · [29, 50]

                      • segment.r017.book1.appendix.linear-systems.gaussian.block-005

                        source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/systemsofequationsAlgebraicProceduresGaussianElimination.tex · [52, 59]

                      • segment.r017.book1.appendix.linear-systems.gaussian.block-006

                        source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/systemsofequationsAlgebraicProceduresGaussianElimination.tex · [61, 71]

                      • segment.r017.book1.appendix.linear-systems.gaussian.block-007

                        source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/systemsofequationsAlgebraicProceduresGaussianElimination.tex · [73, 73]

                      • segment.r017.book1.appendix.linear-systems.gaussian.block-008

                        source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/systemsofequationsAlgebraicProceduresGaussianElimination.tex · [75, 95]

                      • segment.r017.book1.appendix.linear-systems.gaussian.block-009

                        source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/systemsofequationsAlgebraicProceduresGaussianElimination.tex · [97, 101]

                      • segment.r017.book1.appendix.linear-systems.gaussian.block-010

                        source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/systemsofequationsAlgebraicProceduresGaussianElimination.tex · [103, 104]

                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      pewarnaan graf

                      Original term
                      graph coloring
                      Concept
                      concept.graph-coloring
                      Native status
                      approved
                      References and identities

                      term.graph-coloring.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Full-corpus id-ID terminology audit

                      Contexts associated by concept ID: 366 records

                      • segment.o018.lab.ch15.attribution.block-001

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                      • segment.o018.lab.ch15.attribution.block-006

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                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      graf

                      Original term
                      graph
                      Concept
                      concept.graph-theory
                      Native status
                      approved
                      References and identities

                      term.graph.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Chapter 4 terminology decision

                      Contexts associated by concept ID: 515 records

                      • segment.o018.lab.ch14.attribution.block-001

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                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      metode grafis

                      Original term
                      graphical method
                      Concept
                      concept.graphical-lp-method
                      Native status
                      approved
                      References and identities

                      term.graphical-method.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Chapter 5 terminology decision

                      Contexts associated by concept ID: 17 records

                      • segment.o018.lab.ch05.readme.block-001

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                      • segment.o018.lab.ch05.readme.block-002

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                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      setengah ruang

                      Original term
                      halfspace
                      Concept
                      concept.halfspace
                      Native status
                      approved
                      References and identities

                      term.halfspace.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Chapter 6 terminology decision

                      Contexts associated by concept ID: 3 records

                      • segment.r017.book1.ch06.text.block-045

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [219, 220]

                      • segment.r017.book1.ch06.text.block-069

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [414, 421]

                      • segment.r017.book1.ch06.text.block-151

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [851, 859]

                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      sirkuit Hamilton

                      Original term
                      Hamilton circuit
                      Concept
                      concept.hamilton-circuit
                      Native status
                      approved
                      References and identities

                      term.hamilton-circuit.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Full-corpus id-ID terminology audit

                      Contexts associated by concept ID: 428 records

                      • segment.r017.book1.ch14.text.block-001

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                      • segment.r017.book1.ch14.text.block-002

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                      • segment.r017.book1.ch14.text.block-003

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                      • segment.r017.book1.ch14.text.block-004

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                      • segment.r017.book1.ch14.text.block-005

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                      • segment.r017.book1.ch14.text.block-006

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                      • segment.r017.book1.ch14.text.block-007

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                      • segment.r017.book1.ch14.text.block-008

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                      • segment.r017.book1.ch14.text.block-009

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                      • segment.r017.book1.ch14.text.block-010

                        source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [35, 35]

                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      tak layak

                      Original term
                      infeasible
                      Concept
                      concept.infeasible-linear-program
                      Native status
                      approved
                      References and identities

                      term.infeasible.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Chapter 5 terminology decision

                      Contexts associated by concept ID: 1 records

                      • segment.r017.book1.ch05.text.block-140

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/Section2.tex · [836, 847]

                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      pemrograman linear bilangan bulat

                      Original term
                      integer linear programming
                      Concept
                      concept.integer-linear-programming
                      Native status
                      approved
                      References and identities

                      term.integer-linear-programming.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Final id-ID corpus terminology audit

                      Contexts associated by concept ID: 435 records

                      • segment.o018.lab.ch15.attribution.block-001

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                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      keseimbangan persediaan

                      Original term
                      inventory balance
                      Concept
                      concept.inventory-balance
                      Native status
                      source_frozen
                      References and identities

                      term.inventory-balance.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      O018 README and Chapter 1 exercise ex:shirt-full-lp

                      Contexts associated by concept ID: 17 records

                      • segment.o018.lab.readme.block-001

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                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      penjadwalan job shop

                      Original term
                      job-shop scheduling
                      Concept
                      concept.job-shop-scheduling
                      Native status
                      approved
                      References and identities

                      term.job-shop-scheduling.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Full-corpus id-ID terminology audit

                      Contexts associated by concept ID: 366 records

                      • segment.o018.lab.ch15.attribution.block-001

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                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      masalah ransel

                      Original term
                      knapsack problem
                      Concept
                      concept.knapsack-model
                      Native status
                      approved
                      References and identities

                      term.knapsack.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Chapter 2 Knapsack Problem subsection

                      Contexts associated by concept ID: 1 records

                      • segment.r017.book1.ch02.text.block-116

                        source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [652, 660]

                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      algoritme Kruskal

                      Original term
                      Kruskal algorithm
                      Concept
                      concept.kruskal-algorithm
                      Native status
                      approved
                      References and identities

                      term.kruskal-algorithm.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      Full-corpus id-ID terminology audit

                      Contexts associated by concept ID: 454 records

                      • segment.o018.lab.ch14.attribution.block-001

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                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                      capaian pembelajaran

                      Original term
                      learning outcomes
                      Concept
                      concept.learning-outcomes
                      Native status
                      approved
                      References and identities

                      term.learning-outcomes.id

                      Evidence recorded by the book producer

                      Original quotation from the producer’s record; original language retained

                      first-boundary editorial terminology decision

                      Contexts associated by concept ID: 0 records

                        The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                        variabel keluar

                        Original term
                        leaving variable
                        Concept
                        concept.pivot-operation
                        Native status
                        approved
                        References and identities

                        term.leaving-variable.id

                        Evidence recorded by the book producer

                        Original quotation from the producer’s record; original language retained

                        Chapter 7 terminology decision

                        Contexts associated by concept ID: 0 records

                          The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                          kurva aras

                          Original term
                          level curve
                          Concept
                          concept.level-curve
                          Native status
                          approved
                          References and identities

                          term.level-curve.id

                          Evidence recorded by the book producer

                          Original quotation from the producer’s record; original language retained

                          Chapter 5 terminology decision

                          Contexts associated by concept ID: 0 records

                            The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                            optimisasi leksikografis

                            Original term
                            lexicographic optimization
                            Concept
                            concept.lexicographic-optimization
                            Native status
                            approved
                            References and identities

                            term.lexicographic-optimization.id

                            Evidence recorded by the book producer

                            Original quotation from the producer’s record; original language retained

                            Full-corpus id-ID terminology audit

                            Contexts associated by concept ID: 150 records

                            • segment.o018.lab.ch13.attribution.block-001

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                            The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                            kombinasi linier

                            Original term
                            linear combination
                            Concept
                            concept.linear-combination
                            Native status
                            approved
                            References and identities

                            term.linear-combination.id

                            Evidence recorded by the book producer

                            Original quotation from the producer’s record; original language retained

                            Chapter 6 terminology decision

                            Contexts associated by concept ID: 1 records

                            • segment.r017.book1.ch06.text.block-005

                              source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [20, 20]

                            The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                            kebebasan linier

                            Original term
                            linear independence
                            Concept
                            concept.linear-independence
                            Native status
                            approved
                            References and identities

                            term.linear-independence.id

                            Evidence recorded by the book producer

                            Original quotation from the producer’s record; original language retained

                            Chapter 6 terminology decision

                            Contexts associated by concept ID: 2 records

                            • segment.r017.book1.ch06.text.block-005

                              source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [20, 20]

                            • segment.r017.book1.ch06.text.block-032

                              source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [165, 165]

                            The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                            pemrograman linear

                            Original term
                            linear programming
                            Concept
                            concept.linear-programming
                            Native status
                            approved
                            References and identities

                            term.linear-programming.id

                            Evidence recorded by the book producer

                            Original quotation from the producer’s record; original language retained

                            first-boundary editorial decision; 2026-08-22 Indonesian field-usage QA validated the preferred form and added linier spelling variants for retrieval

                            Contexts associated by concept ID: 23 records

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                            The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                            sistem persamaan linear

                            Original term
                            system of linear equations
                            Concept
                            concept.linear-system
                            Native status
                            approved
                            References and identities

                            term.linear-system.id

                            Evidence recorded by the book producer

                            Original quotation from the producer’s record; original language retained

                            Full-corpus id-ID terminology audit

                            Contexts associated by concept ID: 213 records

                            • segment.r017.book1.appendix.equations-lines.text.block-001

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                            • segment.r017.book1.appendix.equations-lines.text.block-009

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                            • segment.r017.book1.appendix.equations-lines.text.block-010

                              source/Intro-Math-Programming/baseText/book/appendices/equations-and-lines/equations-and-lines-new.tex · [48, 49]

                            The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                            kendala logis biner

                            Original term
                            logical binary constraints
                            Concept
                            concept.logical-binary-constraints
                            Native status
                            approved
                            References and identities

                            term.logical-binary-constraints.id

                            Evidence recorded by the book producer

                            Original quotation from the producer’s record; original language retained

                            Full-corpus id-ID terminology audit

                            Contexts associated by concept ID: 366 records

                            • segment.o018.lab.ch15.attribution.block-001

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                            The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                            fungsi kerugian

                            Original term
                            loss function
                            Concept
                            concept.loss-function
                            Native status
                            approved
                            References and identities

                            term.loss-function.id

                            Evidence recorded by the book producer

                            Original quotation from the producer’s record; original language retained

                            first-boundary editorial terminology decision

                            Contexts associated by concept ID: 0 records

                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              relaksasi LP

                              Original term
                              LP relaxation
                              Concept
                              concept.linear-programming
                              Native status
                              approved
                              References and identities

                              term.lp-relaxation.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Chapter 2 staffing and bakery models

                              Contexts associated by concept ID: 23 records

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                              optimisasi dalam pembelajaran mesin

                              Original term
                              optimization in machine learning
                              Concept
                              concept.machine-learning-optimization
                              Native status
                              approved
                              References and identities

                              term.machine-learning-optimization.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Final id-ID corpus terminology audit

                              Contexts associated by concept ID: 3 records

                              • segment.r017.book1.ch01.text.block-059

                                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [334, 347]

                              • segment.r017.book1.ch01.text.block-071

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                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              pemrograman matematis

                              Original term
                              mathematical programming
                              Concept
                              concept.mathematical-programming
                              Native status
                              approved
                              References and identities

                              term.mathematical-programming.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              first-boundary editorial terminology decision

                              Contexts associated by concept ID: 2 records

                              • segment.r017.book1.ch01.text.block-030

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                              • segment.r017.book1.ch01.text.block-032

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                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              aritmetika matriks

                              Original term
                              matrix arithmetic
                              Concept
                              concept.matrix-arithmetic
                              Native status
                              approved
                              References and identities

                              term.matrix-arithmetic.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Full-corpus id-ID terminology audit

                              Contexts associated by concept ID: 158 records

                              • segment.r017.book1.appendix.matrices.addition.block-001

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticAddition.tex · [1, 1]

                              • segment.r017.book1.appendix.matrices.addition.block-002

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticAddition.tex · [3, 23]

                              • segment.r017.book1.appendix.matrices.addition.block-003

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticAddition.tex · [25, 43]

                              • segment.r017.book1.appendix.matrices.addition.block-004

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticAddition.tex · [45, 45]

                              • segment.r017.book1.appendix.matrices.addition.block-005

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticAddition.tex · [47, 53]

                              • segment.r017.book1.appendix.matrices.addition.block-006

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticAddition.tex · [55, 55]

                              • segment.r017.book1.appendix.matrices.addition.block-007

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                              • segment.r017.book1.appendix.matrices.addition.block-008

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticAddition.tex · [60, 76]

                              • segment.r017.book1.appendix.matrices.addition.block-009

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticAddition.tex · [78, 111]

                              • segment.r017.book1.appendix.matrices.addition.block-010

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticAddition.tex · [113, 116]

                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              invers matriks

                              Original term
                              matrix inverse
                              Concept
                              concept.matrix-inverse
                              Native status
                              approved
                              References and identities

                              term.matrix-inverse.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Full-corpus id-ID terminology audit

                              Contexts associated by concept ID: 44 records

                              • segment.r017.book1.appendix.matrices.finding-inverse.block-001

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                              • segment.r017.book1.appendix.matrices.finding-inverse.block-005

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                              • segment.r017.book1.appendix.matrices.finding-inverse.block-006

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                              • segment.r017.book1.appendix.matrices.finding-inverse.block-007

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                              • segment.r017.book1.appendix.matrices.finding-inverse.block-008

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticFindingInverse.tex · [145, 154]

                              • segment.r017.book1.appendix.matrices.finding-inverse.block-009

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticFindingInverse.tex · [156, 165]

                              • segment.r017.book1.appendix.matrices.finding-inverse.block-010

                                source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/matricesMatrixArithmeticFindingInverse.tex · [167, 167]

                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              rank matriks

                              Original term
                              matrix rank
                              Concept
                              concept.matrix-rank
                              Native status
                              approved
                              References and identities

                              term.matrix-rank.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Chapter 6 terminology decision

                              Contexts associated by concept ID: 46 records

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                              keadilan maks-min

                              Original term
                              max-min fairness
                              Concept
                              concept.assignment-fairness
                              Native status
                              approved
                              References and identities

                              term.max-min-fairness.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Chapter 4 terminology decision

                              Contexts associated by concept ID: 2 records

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                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              aliran maksimum

                              Original term
                              maximum flow
                              Concept
                              concept.maximum-flow
                              Native status
                              approved
                              References and identities

                              term.maximum-flow.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Chapter 4 terminology decision

                              Contexts associated by concept ID: 29 records

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                              keadilan min-maks

                              Original term
                              min-max fairness
                              Concept
                              concept.assignment-fairness
                              Native status
                              approved
                              References and identities

                              term.min-max-fairness.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Chapter 4 terminology decision

                              Contexts associated by concept ID: 2 records

                              • segment.r017.book1.ch04.text-b.block-185

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                              • segment.r017.book1.ch04.text-b.block-215

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                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              aliran berbiaya minimum

                              Original term
                              minimum-cost flow
                              Concept
                              concept.network-flow
                              Native status
                              approved
                              References and identities

                              term.minimum-cost-flow.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Chapter 4 terminology decision

                              Contexts associated by concept ID: 31 records

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                              potongan minimum

                              Original term
                              minimum cut
                              Concept
                              concept.minimum-cut
                              Native status
                              approved
                              References and identities

                              term.minimum-cut.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Chapter 4 terminology decision

                              Contexts associated by concept ID: 3 records

                              • segment.r017.book1.ch04.text-b.block-072

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                              • segment.r017.book1.ch04.text-b.block-188

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                              • segment.r017.book1.ch04.text-b.block-195

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                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              pohon merentang minimum

                              Original term
                              minimum spanning tree
                              Concept
                              concept.minimum-spanning-tree
                              Native status
                              approved
                              References and identities

                              term.minimum-spanning-tree.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Full-corpus id-ID terminology audit

                              Contexts associated by concept ID: 513 records

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                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              pemrograman linear bilangan bulat campuran

                              Original term
                              mixed-integer linear programming
                              Concept
                              concept.mixed-integer-linear-programming
                              Native status
                              approved
                              References and identities

                              term.mixed-integer-linear-programming.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              first-boundary editorial terminology decision

                              Contexts associated by concept ID: 4 records

                              • segment.r017.book1.ch01.text.block-042

                                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [224, 227]

                              • segment.r017.book1.ch01.text.block-043

                                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [229, 230]

                              • segment.r017.book1.ch01.text.block-052

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                              • segment.r017.book1.ch01.text.block-058

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                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              pemrograman nonlinier bilangan bulat campuran

                              Original term
                              mixed-integer nonlinear programming
                              Concept
                              concept.mixed-integer-nonlinear-programming
                              Native status
                              approved
                              References and identities

                              term.mixed-integer-nonlinear-programming.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Final id-ID corpus terminology audit

                              Contexts associated by concept ID: 4 records

                              • segment.r017.book1.ch01.text.block-042

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                              • segment.r017.book1.ch01.text.block-043

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                              • segment.r017.book1.ch01.text.block-076

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                              • segment.r017.book1.ch01.text.block-077

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                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              siklus pengembangan model

                              Original term
                              model development cycle
                              Concept
                              concept.model-development-cycle
                              Native status
                              approved
                              References and identities

                              term.model-development-cycle.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              Final id-ID corpus terminology audit

                              Contexts associated by concept ID: 2 records

                              • segment.r017.book1.ch01.text.block-004

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                              • segment.r017.book1.ch01.text.block-008

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                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                              pemodelan

                              Original term
                              modeling
                              Concept
                              concept.modeling
                              Native status
                              approved
                              References and identities

                              term.modeling.id

                              Evidence recorded by the book producer

                              Original quotation from the producer’s record; original language retained

                              first-boundary editorial terminology decision

                              Contexts associated by concept ID: 0 records

                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                investasi modal multiperiodik

                                Original term
                                multi-period capital investment
                                Concept
                                concept.multi-period-investment
                                Native status
                                approved
                                References and identities

                                term.multi-period-capital-investment.id

                                Evidence recorded by the book producer

                                Original quotation from the producer’s record; original language retained

                                Chapter 4 terminology decision

                                Contexts associated by concept ID: 28 records

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                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                aliran multikomoditas

                                Original term
                                multicommodity flow
                                Concept
                                concept.multicommodity-flow
                                Native status
                                approved
                                References and identities

                                term.multicommodity-flow.id

                                Evidence recorded by the book producer

                                Original quotation from the producer’s record; original language retained

                                Chapter 4 terminology decision

                                Contexts associated by concept ID: 31 records

                                • segment.o018.lab.ch04.readme.block-001

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                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                optimisasi multiobjektif

                                Original term
                                multiobjective optimization
                                Concept
                                concept.multiobjective-optimization
                                Native status
                                approved
                                References and identities

                                term.multiobjective-optimization.id

                                Evidence recorded by the book producer

                                Original quotation from the producer’s record; original language retained

                                Full-corpus id-ID terminology audit

                                Contexts associated by concept ID: 182 records

                                • segment.o018.lab.ch13.attribution.block-001

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                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                nonkonveks

                                Original term
                                nonconvex
                                Concept
                                concept.nonconvex-optimization
                                Native status
                                approved
                                References and identities

                                term.nonconvex.id

                                Evidence recorded by the book producer

                                Original quotation from the producer’s record; original language retained

                                first-boundary editorial terminology decision

                                Contexts associated by concept ID: 1 records

                                • segment.r017.book1.ch01.text.block-059

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [334, 347]

                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                pemrograman nonlinier

                                Original term
                                nonlinear programming
                                Concept
                                concept.nonlinear-programming
                                Native status
                                approved
                                References and identities

                                term.nonlinear-programming.id

                                Evidence recorded by the book producer

                                Original quotation from the producer’s record; original language retained

                                first-boundary editorial terminology decision

                                Contexts associated by concept ID: 6 records

                                • segment.r017.book1.ch01.text.block-042

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [224, 227]

                                • segment.r017.book1.ch01.text.block-043

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [229, 230]

                                • segment.r017.book1.ch01.text.block-059

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [334, 347]

                                • segment.r017.book1.ch01.text.block-071

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [430, 448]

                                • segment.r017.book1.ch01.text.block-074

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [458, 479]

                                • segment.r017.book1.ch03.text.block-068

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [331, 341]

                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                NP-hard

                                Original term
                                NP-hard
                                Concept
                                concept.computational-complexity
                                Native status
                                approved
                                References and identities

                                term.np-hard.id

                                Evidence recorded by the book producer

                                Original quotation from the producer’s record; original language retained

                                first-boundary editorial terminology decision

                                Contexts associated by concept ID: 4 records

                                • segment.r017.book1.ch01.text.block-042

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [224, 227]

                                • segment.r017.book1.ch01.text.block-043

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [229, 230]

                                • segment.r017.book1.ch01.text.block-052

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [280, 283]

                                • segment.r017.book1.ch01.text.block-076

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [483, 485]

                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                fungsi tujuan

                                Original term
                                objective function
                                Concept
                                concept.objective-function
                                Native status
                                approved
                                References and identities

                                term.objective-function.id

                                Evidence recorded by the book producer

                                Original quotation from the producer’s record; original language retained

                                first-boundary editorial decision; 2026-08-22 Indonesian field-usage QA retained the preferred form and added a modern retrieval variant

                                Contexts associated by concept ID: 2 records

                                • segment.r017.book1.ch01.text.block-004

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [12, 22]

                                • segment.r017.book1.ch02.text.block-013

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [56, 81]

                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                pemecah sumber terbuka

                                Original term
                                open-source solver
                                Concept
                                concept.open-source-solver
                                Native status
                                source_frozen
                                References and identities

                                term.open-source-solver.id

                                Evidence recorded by the book producer

                                Original quotation from the producer’s record; original language retained

                                O018 README and attribution

                                Contexts associated by concept ID: 720 records

                                • segment.o018.lab.attribution.block-001

                                  o018-open-solver-lab/ATTRIBUTION.md · · No confirmed text reference yet

                                • segment.o018.lab.attribution.block-002

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                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                riset operasi

                                Original term
                                operations research
                                Concept
                                concept.operations-research
                                Native status
                                approved
                                References and identities

                                term.operations-research.id

                                Evidence recorded by the book producer

                                Original quotation from the producer’s record; original language retained

                                first-boundary editorial terminology decision

                                Contexts associated by concept ID: 2 records

                                • segment.r017.book1.ch01.text.block-024

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [114, 115]

                                • segment.r017.book1.ch01.text.block-039

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [187, 204]

                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                model optimisasi

                                Original term
                                optimization model
                                Concept
                                concept.optimization-model
                                Native status
                                approved
                                References and identities

                                term.optimization-model.id

                                Evidence recorded by the book producer

                                Original quotation from the producer’s record; original language retained

                                Final id-ID corpus terminology audit

                                Contexts associated by concept ID: 3 records

                                • segment.r017.book1.ch01.text.block-004

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [12, 22]

                                • segment.r017.book1.ch01.text.block-030

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [137, 138]

                                • segment.r017.book1.ch01.text.block-032

                                  source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch01-introduction/mathematicalProgramming.tex · [142, 158]

                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                optimisasi

                                Original term
                                optimization
                                Concept
                                concept.optimization
                                Native status
                                approved
                                References and identities

                                term.optimization.id

                                Evidence recorded by the book producer

                                Original quotation from the producer’s record; original language retained

                                first-boundary editorial decision; 2026-08-22 Indonesian field-usage QA confirmed both forms in mathematical usage and did not justify a mass replacement

                                Contexts associated by concept ID: 0 records

                                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                  optimalitas Pareto

                                  Original term
                                  Pareto optimality
                                  Concept
                                  concept.pareto-optimality
                                  Native status
                                  approved
                                  References and identities

                                  term.pareto-optimality.id

                                  Evidence recorded by the book producer

                                  Original quotation from the producer’s record; original language retained

                                  Full-corpus id-ID terminology audit

                                  Contexts associated by concept ID: 182 records

                                  • segment.o018.lab.ch13.attribution.block-001

                                    o018-open-solver-lab/ch13-multiobjective/ATTRIBUTION.md · · No confirmed text reference yet

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                                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                  pemartisian variabel basis dan nonbasis

                                  Original term
                                  basic and nonbasic variable partition
                                  Concept
                                  concept.partitioned-variables
                                  Native status
                                  approved
                                  References and identities

                                  term.partitioned-variables.id

                                  Evidence recorded by the book producer

                                  Original quotation from the producer’s record; original language retained

                                  Final id-ID corpus terminology audit

                                  Contexts associated by concept ID: 0 records

                                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                    Fase I

                                    Original term
                                    Phase I
                                    Concept
                                    concept.phase-one
                                    Native status
                                    approved
                                    References and identities

                                    term.phase-one.id

                                    Evidence recorded by the book producer

                                    Original quotation from the producer’s record; original language retained

                                    Chapter 7 terminology decision

                                    Contexts associated by concept ID: 0 records

                                      The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                      pivot

                                      Original term
                                      pivot
                                      Concept
                                      concept.pivot-operation
                                      Native status
                                      approved
                                      References and identities

                                      term.pivot.id

                                      Evidence recorded by the book producer

                                      Original quotation from the producer’s record; original language retained

                                      Chapters 7--9 terminology decision

                                      Contexts associated by concept ID: 0 records

                                        The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                        polihedron

                                        Original term
                                        polyhedron
                                        Concept
                                        concept.polyhedron
                                        Native status
                                        approved
                                        References and identities

                                        term.polyhedron.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Chapter 6 terminology decision

                                        Contexts associated by concept ID: 4 records

                                        • segment.r017.book1.ch06.text.block-045

                                          source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [219, 220]

                                        • segment.r017.book1.ch06.text.block-069

                                          source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [414, 421]

                                        • segment.r017.book1.ch06.text.block-124

                                          source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [648, 651]

                                        • segment.r017.book1.ch06.text.block-149

                                          source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [839, 847]

                                        The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                        algoritme Prim

                                        Original term
                                        Prim algorithm
                                        Concept
                                        concept.prim-algorithm
                                        Native status
                                        approved
                                        References and identities

                                        term.prim-algorithm.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Full-corpus id-ID terminology audit

                                        Contexts associated by concept ID: 454 records

                                        • segment.o018.lab.ch14.attribution.block-001

                                          o018-open-solver-lab/ch14-graph-algorithms/ATTRIBUTION.md · · No confirmed text reference yet

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                                        • segment.o018.lab.ch14.attribution.block-006

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                                        • segment.o018.lab.ch14.attribution.block-007

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                                        • segment.o018.lab.ch14.attribution.block-008

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                                        • segment.o018.lab.ch14.attribution.block-009

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                                        The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                        model perencanaan produksi

                                        Original term
                                        production-planning model
                                        Concept
                                        concept.production-planning
                                        Native status
                                        approved
                                        References and identities

                                        term.production-planning.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Final id-ID corpus terminology audit

                                        Contexts associated by concept ID: 33 records

                                        • segment.o018.lab.ch04.readme.block-001

                                          o018-open-solver-lab/ch04-compact-modeling-replacements/README.md · · No confirmed text reference yet

                                        • segment.o018.lab.ch04.readme.block-002

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                                        • segment.o018.lab.ch04.readme.block-003

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                                        • segment.o018.lab.ch04.readme.block-005

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                                        • segment.o018.lab.ch04.readme.block-006

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                                        • segment.o018.lab.ch04.readme.block-007

                                          o018-open-solver-lab/ch04-compact-modeling-replacements/README.md · · No confirmed text reference yet

                                        • segment.o018.lab.ch04.readme.block-008

                                          o018-open-solver-lab/ch04-compact-modeling-replacements/README.md · · No confirmed text reference yet

                                        • segment.o018.lab.ch04.readme.block-009

                                          o018-open-solver-lab/ch04-compact-modeling-replacements/README.md · · No confirmed text reference yet

                                        • segment.o018.lab.ch04.readme.block-010

                                          o018-open-solver-lab/ch04-compact-modeling-replacements/README.md · · No confirmed text reference yet

                                        The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                        proporsionalitas

                                        Original term
                                        proportionality
                                        Concept
                                        concept.lp-modeling-assumptions
                                        Native status
                                        approved
                                        References and identities

                                        term.proportionality.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Chapter 2 Assumptions section

                                        Contexts associated by concept ID: 1 records

                                        • segment.r017.book1.ch02.text.block-031

                                          source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [170, 172]

                                        The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                        pemodelan Pyomo

                                        Original term
                                        Pyomo modeling
                                        Concept
                                        concept.pyomo-modeling
                                        Native status
                                        approved
                                        References and identities

                                        term.pyomo-modeling.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Full-corpus id-ID terminology audit

                                        Contexts associated by concept ID: 466 records

                                        • segment.o018.lab.ch12.attribution.block-001

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                                        • segment.o018.lab.ch12.attribution.block-005

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                                        alur kerja optimisasi Python

                                        Original term
                                        Python optimization workflow
                                        Concept
                                        concept.python-optimization-workflow
                                        Native status
                                        approved
                                        References and identities

                                        term.python-optimization-workflow.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Full-corpus id-ID terminology audit

                                        Contexts associated by concept ID: 466 records

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                                        rentang

                                        Original term
                                        range
                                        Concept
                                        concept.spreadsheet-modeling
                                        Native status
                                        approved
                                        References and identities

                                        term.range.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Chapter 3 terminology decision

                                        Contexts associated by concept ID: 21 records

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                                        arah resesi

                                        Original term
                                        recession direction
                                        Concept
                                        concept.recession-direction
                                        Native status
                                        approved
                                        References and identities

                                        term.recession-direction.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Chapter 5 terminology decision

                                        Contexts associated by concept ID: 2 records

                                        • segment.r017.book1.ch05.text.block-142

                                          source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/Section2.tex · [861, 872]

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                                          source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/Section2.tex · [874, 877]

                                        The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                        sinar

                                        Original term
                                        ray
                                        Concept
                                        concept.recession-ray
                                        Native status
                                        approved
                                        References and identities

                                        term.recession-ray.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Chapter 6 terminology decision

                                        Contexts associated by concept ID: 1 records

                                        • segment.r017.book1.ch06.text.block-124

                                          source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch05-lp-theory/formalize-LP.tex · [648, 651]

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                                        biaya tereduksi

                                        Original term
                                        reduced cost
                                        Concept
                                        concept.reduced-cost
                                        Native status
                                        approved
                                        References and identities

                                        term.reduced-cost.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Chapters 3 and 8 terminology decision

                                        Contexts associated by concept ID: 215 records

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                                        bentuk eselon baris tereduksi

                                        Original term
                                        reduced row echelon form
                                        Concept
                                        concept.reduced-row-echelon-form
                                        Native status
                                        approved
                                        References and identities

                                        term.reduced-row-echelon-form.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Full-corpus id-ID terminology audit

                                        Contexts associated by concept ID: 20 records

                                        • segment.r017.book1.appendix.linear-systems.rref.block-001

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                                          source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/systemsofequationsAlgebraicProceduresUniquenessRREF.tex · [54, 56]

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                                        teorema representasi polihedral

                                        Original term
                                        polyhedral representation theorem
                                        Concept
                                        concept.representation-theorem
                                        Native status
                                        approved
                                        References and identities

                                        term.representation-theorem.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        Final id-ID corpus terminology audit

                                        Contexts associated by concept ID: 2 records

                                        • segment.r017.book1.ch06.text.block-124

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                                        • segment.r017.book1.ch06.text.block-146

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                                        komputasi yang dapat direproduksi

                                        Original term
                                        reproducible computation
                                        Concept
                                        concept.reproducible-computation
                                        Native status
                                        source_frozen
                                        References and identities

                                        term.reproducible-computation.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        O018 runtime receipt and deterministic result contract

                                        Contexts associated by concept ID: 339 records

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                                        optimisasi robust

                                        Original term
                                        robust optimization
                                        Concept
                                        concept.robust-optimization
                                        Native status
                                        approved
                                        References and identities

                                        term.robust-optimization.id

                                        Evidence recorded by the book producer

                                        Original quotation from the producer’s record; original language retained

                                        first-boundary editorial terminology decision

                                        Contexts associated by concept ID: 0 records

                                          The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                          operasi baris elementer

                                          Original term
                                          elementary row operation
                                          Concept
                                          concept.row-operation
                                          Native status
                                          approved
                                          References and identities

                                          term.row-operation.id

                                          Evidence recorded by the book producer

                                          Original quotation from the producer’s record; original language retained

                                          Full-corpus id-ID terminology audit

                                          Contexts associated by concept ID: 49 records

                                          • segment.r017.book1.appendix.linear-systems.algebraic.block-001

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                                          • segment.r017.book1.appendix.linear-systems.algebraic.block-002

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                                          • segment.r017.book1.appendix.linear-systems.algebraic.block-003

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                                          • segment.r017.book1.appendix.linear-systems.algebraic.block-004

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                                          • segment.r017.book1.appendix.linear-systems.algebraic.block-005

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                                          • segment.r017.book1.appendix.linear-systems.algebraic.block-010

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                                          The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                          penutupan himpunan

                                          Original term
                                          set cover
                                          Concept
                                          concept.set-cover
                                          Native status
                                          approved
                                          References and identities

                                          term.set-cover.id

                                          Evidence recorded by the book producer

                                          Original quotation from the producer’s record; original language retained

                                          Full-corpus id-ID terminology audit

                                          Contexts associated by concept ID: 366 records

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                                          harga bayangan

                                          Original term
                                          shadow price
                                          Concept
                                          concept.shadow-price
                                          Native status
                                          approved
                                          References and identities

                                          term.shadow-price.id

                                          Evidence recorded by the book producer

                                          Original quotation from the producer’s record; original language retained

                                          Chapter 3 terminology decision

                                          Contexts associated by concept ID: 205 records

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                                          lintasan terpendek

                                          Original term
                                          shortest path
                                          Concept
                                          concept.shortest-path
                                          Native status
                                          approved
                                          References and identities

                                          term.shortest-path.id

                                          Evidence recorded by the book producer

                                          Original quotation from the producer’s record; original language retained

                                          Full-corpus id-ID terminology audit

                                          Contexts associated by concept ID: 513 records

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                                          The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                          algoritma simpleks

                                          Original term
                                          simplex algorithm
                                          Concept
                                          concept.simplex-algorithm
                                          Native status
                                          approved
                                          References and identities

                                          term.simplex-algorithm.id

                                          Evidence recorded by the book producer

                                          Original quotation from the producer’s record; original language retained

                                          Chapter 7 terminology decision; 2026-08-22 Indonesian field-usage QA confirmed metode simpleks as the established retrieval variant

                                          Contexts associated by concept ID: 10 records

                                          • segment.o018.lab.simplex.readme.block-001

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                                          The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                          syarat optimalitas biaya tereduksi simpleks

                                          Original term
                                          simplex reduced-cost optimality condition
                                          Concept
                                          concept.simplex-optimality-condition
                                          Native status
                                          approved
                                          References and identities

                                          term.simplex-optimality-condition.id

                                          Evidence recorded by the book producer

                                          Original quotation from the producer’s record; original language retained

                                          Final id-ID corpus terminology audit

                                          Contexts associated by concept ID: 0 records

                                            The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                            tableau simpleks

                                            Original term
                                            simplex tableau
                                            Concept
                                            concept.simplex-tableau
                                            Native status
                                            approved
                                            References and identities

                                            term.simplex-tableau.id

                                            Evidence recorded by the book producer

                                            Original quotation from the producer’s record; original language retained

                                            Chapter 9 terminology decision

                                            Contexts associated by concept ID: 10 records

                                            • segment.o018.lab.simplex.readme.block-001

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                                            The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                            kelonggaran

                                            Original term
                                            slack
                                            Concept
                                            concept.sensitivity-analysis
                                            Native status
                                            approved
                                            References and identities

                                            term.slack.id

                                            Evidence recorded by the book producer

                                            Original quotation from the producer’s record; original language retained

                                            Chapter 3 terminology decision

                                            Contexts associated by concept ID: 224 records

                                            • segment.o018.lab.ch03.readme.block-001

                                              o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

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                                            The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                            solver

                                            Original term
                                            solver
                                            Concept
                                            concept.solver
                                            Native status
                                            approved
                                            References and identities

                                            term.solver.id

                                            Evidence recorded by the book producer

                                            Original quotation from the producer’s record; original language retained

                                            first-boundary editorial terminology decision

                                            Contexts associated by concept ID: 0 records

                                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                              rumus lembar kerja

                                              Original term
                                              spreadsheet formula
                                              Concept
                                              concept.spreadsheet-formula
                                              Native status
                                              approved
                                              References and identities

                                              term.spreadsheet-formula.id

                                              Evidence recorded by the book producer

                                              Original quotation from the producer’s record; original language retained

                                              Final id-ID corpus terminology audit

                                              Contexts associated by concept ID: 1 records

                                              • segment.r017.book1.ch03.text.block-003

                                                source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [11, 12]

                                              The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                              bentuk standar

                                              Original term
                                              standard form
                                              Concept
                                              concept.standard-form
                                              Native status
                                              approved
                                              References and identities

                                              term.standard-form.id

                                              Evidence recorded by the book producer

                                              Original quotation from the producer’s record; original language retained

                                              Chapter 7 terminology decision; 2026-08-22 Indonesian field-usage QA added bentuk baku as a scoped retrieval alias without conflating it with bentuk kanonik

                                              Contexts associated by concept ID: 0 records

                                                The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                optimisasi stokastik

                                                Original term
                                                stochastic optimization
                                                Concept
                                                concept.stochastic-optimization
                                                Native status
                                                approved
                                                References and identities

                                                term.stochastic-optimization.id

                                                Evidence recorded by the book producer

                                                Original quotation from the producer’s record; original language retained

                                                first-boundary editorial terminology decision

                                                Contexts associated by concept ID: 0 records

                                                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                  dualitas kuat

                                                  Original term
                                                  strong duality
                                                  Concept
                                                  concept.strong-duality
                                                  Native status
                                                  approved
                                                  References and identities

                                                  term.strong-duality.id

                                                  Evidence recorded by the book producer

                                                  Original quotation from the producer’s record; original language retained

                                                  Full-corpus id-ID terminology audit

                                                  Contexts associated by concept ID: 367 records

                                                  • segment.o018.lab.ch11.attribution.block-001

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                                                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                  notasi penjumlahan

                                                  Original term
                                                  summation notation
                                                  Concept
                                                  concept.summation-notation
                                                  Native status
                                                  approved
                                                  References and identities

                                                  term.summation-notation.id

                                                  Evidence recorded by the book producer

                                                  Original quotation from the producer’s record; original language retained

                                                  Chapter 4 terminology decision

                                                  Contexts associated by concept ID: 1 records

                                                  • segment.r017.book1.ch04.text-a.block-017

                                                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums.tex · [104, 105]

                                                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                  unimodularitas total

                                                  Original term
                                                  total unimodularity
                                                  Concept
                                                  concept.total-unimodularity
                                                  Native status
                                                  approved
                                                  References and identities

                                                  term.total-unimodularity.id

                                                  Evidence recorded by the book producer

                                                  Original quotation from the producer’s record; original language retained

                                                  Chapter 4 terminology decision

                                                  Contexts associated by concept ID: 2 records

                                                  • segment.r017.book1.ch04.text-a.block-055

                                                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums.tex · [343, 345]

                                                  • segment.r017.book1.ch04.text-b.block-212

                                                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [1388, 1397]

                                                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                  masalah transportasi

                                                  Original term
                                                  transportation problem
                                                  Concept
                                                  concept.transportation-model
                                                  Native status
                                                  approved
                                                  References and identities

                                                  term.transportation.id

                                                  Evidence recorded by the book producer

                                                  Original quotation from the producer’s record; original language retained

                                                  Chapter 2 Transportation Problem subsection

                                                  Contexts associated by concept ID: 5 records

                                                  • segment.r017.book1.ch02.text.block-130

                                                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [709, 716]

                                                  • segment.r017.book1.ch03.text.block-055

                                                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [253, 255]

                                                  • segment.r017.book1.ch03.text.block-063

                                                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch03-software/software-excel.tex · [303, 305]

                                                  • segment.r017.book1.ch04.text-b.block-018

                                                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [79, 83]

                                                  • segment.r017.book1.ch04.text-b.block-142

                                                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [859, 860]

                                                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                  transshipment

                                                  Original term
                                                  transshipment
                                                  Concept
                                                  concept.transshipment
                                                  Native status
                                                  approved
                                                  References and identities

                                                  term.transshipment.id

                                                  Evidence recorded by the book producer

                                                  Original quotation from the producer’s record; original language retained

                                                  Chapter 4 terminology decision

                                                  Contexts associated by concept ID: 2 records

                                                  • segment.r017.book1.ch04.text-b.block-037

                                                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [176, 177]

                                                  • segment.r017.book1.ch04.text-b.block-206

                                                    source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-sums-continued.tex · [1315, 1332]

                                                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                  masalah wiraniaga keliling

                                                  Original term
                                                  traveling salesperson problem
                                                  Concept
                                                  concept.traveling-salesperson
                                                  Native status
                                                  approved
                                                  References and identities

                                                  term.traveling-salesperson.id

                                                  Evidence recorded by the book producer

                                                  Original quotation from the producer’s record; original language retained

                                                  Full-corpus id-ID terminology audit

                                                  Contexts associated by concept ID: 428 records

                                                  • segment.r017.book1.ch14.text.block-001

                                                    source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [1, 9]

                                                  • segment.r017.book1.ch14.text.block-002

                                                    source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [11, 12]

                                                  • segment.r017.book1.ch14.text.block-003

                                                    source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [14, 16]

                                                  • segment.r017.book1.ch14.text.block-004

                                                    source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [18, 23]

                                                  • segment.r017.book1.ch14.text.block-005

                                                    source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [25, 25]

                                                  • segment.r017.book1.ch14.text.block-006

                                                    source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [27, 27]

                                                  • segment.r017.book1.ch14.text.block-007

                                                    source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [29, 29]

                                                  • segment.r017.book1.ch14.text.block-008

                                                    source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [31, 31]

                                                  • segment.r017.book1.ch14.text.block-009

                                                    source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [33, 33]

                                                  • segment.r017.book1.ch14.text.block-010

                                                    source/Intro-Math-Programming/baseText/book/part2-discrete-algorithms/ch10-graph-theory/graphtheory-dor1.tex · [35, 35]

                                                  The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                  sertifikat ketakterbatasan simpleks

                                                  Original term
                                                  simplex unboundedness certificate
                                                  Concept
                                                  concept.unbounded-simplex
                                                  Native status
                                                  approved
                                                  References and identities

                                                  term.unbounded-simplex.id

                                                  Evidence recorded by the book producer

                                                  Original quotation from the producer’s record; original language retained

                                                  Final id-ID corpus terminology audit

                                                  Contexts associated by concept ID: 0 records

                                                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                    tak berbatas

                                                    Original term
                                                    unbounded
                                                    Concept
                                                    concept.unbounded-linear-program
                                                    Native status
                                                    approved
                                                    References and identities

                                                    term.unbounded.id

                                                    Evidence recorded by the book producer

                                                    Original quotation from the producer’s record; original language retained

                                                    Chapter 5 terminology decision

                                                    Contexts associated by concept ID: 16 records

                                                    • segment.o018.lab.ch05.readme.block-001

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                                                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                    norma vektor

                                                    Original term
                                                    vector norm
                                                    Concept
                                                    concept.vector-norm
                                                    Native status
                                                    approved
                                                    References and identities

                                                    term.vector-norm.id

                                                    Evidence recorded by the book producer

                                                    Original quotation from the producer’s record; original language retained

                                                    Full-corpus id-ID terminology audit

                                                    Contexts associated by concept ID: 37 records

                                                    • segment.r017.book1.appendix.vectors.length.block-001

                                                      source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsLength.tex · [1, 2]

                                                    • segment.r017.book1.appendix.vectors.length.block-002

                                                      source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsLength.tex · [4, 4]

                                                    • segment.r017.book1.appendix.vectors.length.block-003

                                                      source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsLength.tex · [6, 6]

                                                    • segment.r017.book1.appendix.vectors.length.block-004

                                                      source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsLength.tex · [8, 8]

                                                    • segment.r017.book1.appendix.vectors.length.block-005

                                                      source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsLength.tex · [10, 10]

                                                    • segment.r017.book1.appendix.vectors.length.block-006

                                                      source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsLength.tex · [12, 13]

                                                    • segment.r017.book1.appendix.vectors.length.block-007

                                                      source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsLength.tex · [15, 16]

                                                    • segment.r017.book1.appendix.vectors.length.block-008

                                                      source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsLength.tex · [18, 25]

                                                    • segment.r017.book1.appendix.vectors.length.block-009

                                                      source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsLength.tex · [27, 27]

                                                    • segment.r017.book1.appendix.vectors.length.block-010

                                                      source/Intro-Math-Programming/baseText/book/appendices/linear-algebra/RnVectorsLength.tex · [29, 45]

                                                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                    operasi vektor

                                                    Original term
                                                    vector operations
                                                    Concept
                                                    concept.vector-operations
                                                    Native status
                                                    approved
                                                    References and identities

                                                    term.vector-operations.id

                                                    Evidence recorded by the book producer

                                                    Original quotation from the producer’s record; original language retained

                                                    Final id-ID corpus terminology audit

                                                    Contexts associated by concept ID: 114 records

                                                    • segment.o018.lab.ch06.readme.block-001

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                                                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                    dualitas lemah

                                                    Original term
                                                    weak duality
                                                    Concept
                                                    concept.weak-duality
                                                    Native status
                                                    approved
                                                    References and identities

                                                    term.weak-duality.id

                                                    Evidence recorded by the book producer

                                                    Original quotation from the producer’s record; original language retained

                                                    Full-corpus id-ID terminology audit

                                                    Contexts associated by concept ID: 230 records

                                                    • segment.o018.lab.ch11.attribution.block-001

                                                      o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch11.attribution.block-002

                                                      o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch11.attribution.block-003

                                                      o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch11.attribution.block-004

                                                      o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch11.attribution.block-005

                                                      o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch11.attribution.block-006

                                                      o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch11.attribution.block-007

                                                      o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch11.attribution.block-008

                                                      o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch11.attribution.block-009

                                                      o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch11.attribution.block-010

                                                      o018-open-solver-lab/ch11-duality/ATTRIBUTION.md · · No confirmed text reference yet

                                                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                    metode jumlah berbobot

                                                    Original term
                                                    weighted-sum method
                                                    Concept
                                                    concept.weighted-sum-method
                                                    Native status
                                                    approved
                                                    References and identities

                                                    term.weighted-sum-method.id

                                                    Evidence recorded by the book producer

                                                    Original quotation from the producer’s record; original language retained

                                                    Full-corpus id-ID terminology audit

                                                    Contexts associated by concept ID: 150 records

                                                    • segment.o018.lab.ch13.attribution.block-001

                                                      o018-open-solver-lab/ch13-multiobjective/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch13.attribution.block-002

                                                      o018-open-solver-lab/ch13-multiobjective/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch13.attribution.block-003

                                                      o018-open-solver-lab/ch13-multiobjective/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch13.attribution.block-004

                                                      o018-open-solver-lab/ch13-multiobjective/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch13.attribution.block-005

                                                      o018-open-solver-lab/ch13-multiobjective/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch13.attribution.block-006

                                                      o018-open-solver-lab/ch13-multiobjective/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch13.attribution.block-007

                                                      o018-open-solver-lab/ch13-multiobjective/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch13.attribution.block-008

                                                      o018-open-solver-lab/ch13-multiobjective/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch13.attribution.block-009

                                                      o018-open-solver-lab/ch13-multiobjective/ATTRIBUTION.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch13.attribution.block-010

                                                      o018-open-solver-lab/ch13-multiobjective/ATTRIBUTION.md · · No confirmed text reference yet

                                                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                    model penjadwalan tenaga kerja

                                                    Original term
                                                    workforce-scheduling model
                                                    Concept
                                                    concept.workforce-scheduling
                                                    Native status
                                                    approved
                                                    References and identities

                                                    term.workforce-scheduling.id

                                                    Evidence recorded by the book producer

                                                    Original quotation from the producer’s record; original language retained

                                                    Final id-ID corpus terminology audit

                                                    Contexts associated by concept ID: 1 records

                                                    • segment.r017.book1.ch02.text.block-101

                                                      source/Intro-Math-Programming/baseText/book/part1-linear-programming/ch02-modeling/modeling-linear-programming.tex · [531, 535]

                                                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                    lembar kerja

                                                    Original term
                                                    worksheet
                                                    Concept
                                                    concept.spreadsheet-modeling
                                                    Native status
                                                    approved
                                                    References and identities

                                                    term.worksheet.id

                                                    Evidence recorded by the book producer

                                                    Original quotation from the producer’s record; original language retained

                                                    Chapter 3 terminology decision

                                                    Contexts associated by concept ID: 21 records

                                                    • segment.o018.lab.ch03.readme.block-001

                                                      o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch03.readme.block-002

                                                      o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch03.readme.block-003

                                                      o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch03.readme.block-004

                                                      o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch03.readme.block-005

                                                      o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch03.readme.block-006

                                                      o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch03.readme.block-007

                                                      o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch03.readme.block-008

                                                      o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch03.readme.block-009

                                                      o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

                                                    • segment.o018.lab.ch03.readme.block-010

                                                      o018-open-solver-lab/ch03-spreadsheet-replacements/README.md · · No confirmed text reference yet

                                                    The first ten references are shown; complete metadata retains every ID. A concept relationship does not establish a literal occurrence of the term in each passage.

                                                    correction.o018.ch10.corr-ch10-matrix-an-signs

                                                    Original quotation from the producer’s record; original language retained

                                                    Untuk basis [x,y,s2], A_B^{-1}A_N=[[2,-1],[-1,1],[-3,1]], sehingga x_B=b'-A_N'x_N tepat mereproduksi kamus akhir.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch10 · Laboratorium Analisis Sensitivitas

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Untuk basis [x,y,s2], A_B^{-1}A_N=[[2,-1],[-1,1],[-3,1]], sehingga x_B=b'-A_N'x_N tepat mereproduksi kamus akhir.",
                                                      "id": "CORR-CH10-MATRIX-AN-SIGNS",
                                                      "source_location": "authority chapter lines 509-515",
                                                      "target_location": "translated chapter lines 501-522",
                                                      "type": "source_math_correction"
                                                    }

                                                    correction.o018.ch10.corr-ch10-rhs-b1-slack

                                                    Original quotation from the producer’s record; original language retained

                                                    Dengan slack baru s1' pada Ax+s1'=b1+Delta, slack lama memenuhi s1=s1'-Delta; substitusi ini menghasilkan x=4+2Delta, y=5-Delta, s2=3-3Delta.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch10 · Laboratorium Analisis Sensitivitas

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Dengan slack baru s1' pada Ax+s1'=b1+Delta, slack lama memenuhi s1=s1'-Delta; substitusi ini menghasilkan x=4+2Delta, y=5-Delta, s2=3-3Delta.",
                                                      "id": "CORR-CH10-RHS-B1-SLACK",
                                                      "source_location": "authority chapter lines 214-215",
                                                      "target_location": "translated chapter line 218",
                                                      "type": "source_math_correction"
                                                    }

                                                    correction.o018.ch10.corr-ch10-rhs-b3-slack

                                                    Original quotation from the producer’s record; original language retained

                                                    Dengan slack baru s3' pada Ax+s3'=b3+Delta, slack lama memenuhi s3=s3'-Delta; substitusi ini menghasilkan x=4-Delta, y=5+Delta, s2=3+Delta.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch10 · Laboratorium Analisis Sensitivitas

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Dengan slack baru s3' pada Ax+s3'=b3+Delta, slack lama memenuhi s3=s3'-Delta; substitusi ini menghasilkan x=4-Delta, y=5+Delta, s2=3+Delta.",
                                                      "id": "CORR-CH10-RHS-B3-SLACK",
                                                      "source_location": "authority chapter line 283",
                                                      "target_location": "translated chapter line 286",
                                                      "type": "source_math_correction"
                                                    }

                                                    correction.o018.ch11.corr-ch11-case2-geq

                                                    Original quotation from the producer’s record; original language retained

                                                    Kasus minimisasi simetris yang sah adalah min b^T x dengan Ax>=c dan x>=0, berdual max c^T y dengan A^T y<=b dan y>=0; contoh satu variabel terkoreksi memberi 3=3, sedangkan bentuk lama memberi klaim 3<=0 yang salah.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch11 · Laboratorium Dualitas

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Kasus minimisasi simetris yang sah adalah min b^T x dengan Ax>=c dan x>=0, berdual max c^T y dengan A^T y<=b dan y>=0; contoh satu variabel terkoreksi memberi 3=3, sedangkan bentuk lama memberi klaim 3<=0 yang salah.",
                                                      "id": "CORR-CH11-CASE2-GEQ",
                                                      "solver_checks": [
                                                        {
                                                          "case": "case2_corrected",
                                                          "maximum_violation": 0,
                                                          "objective": 3,
                                                          "point": {
                                                            "x1": 3
                                                          },
                                                          "purpose": "independent_lp_corroboration",
                                                          "side": "primal",
                                                          "solver": "appsi_highs",
                                                          "status": "ok",
                                                          "termination_condition": "optimal",
                                                          "variant": "nominal"
                                                        },
                                                        {
                                                          "case": "case2_corrected",
                                                          "maximum_violation": 0,
                                                          "objective": 3,
                                                          "point": {
                                                            "y1": 1
                                                          },
                                                          "purpose": "independent_lp_corroboration",
                                                          "side": "dual",
                                                          "solver": "appsi_highs",
                                                          "status": "ok",
                                                          "termination_condition": "optimal",
                                                          "variant": "nominal"
                                                        }
                                                      ],
                                                      "source_location": "translated duality.tex lines 556-584; translated manual ch11.tex line 16",
                                                      "type": "source_math_correction",
                                                      "verification": {
                                                        "corrected_dual_value": 3,
                                                        "corrected_primal_value": 3,
                                                        "old_form_weak_duality_counterexample": "dual 3 tidak <= primal 0"
                                                      }
                                                    }

                                                    correction.o018.ch11.corr-ch11-ex11-13-candidate

                                                    Original quotation from the producer’s record; original language retained

                                                    Titik (1,1) hanya kandidat: 2(1)+1=3<5, sehingga tidak layak dual; pasangan optimum adalah x=(3,2), y=(11/5,3/5), bernilai 23.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch11 · Laboratorium Dualitas

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Titik (1,1) hanya kandidat: 2(1)+1=3<5, sehingga tidak layak dual; pasangan optimum adalah x=(3,2), y=(11/5,3/5), bernilai 23.",
                                                      "id": "CORR-CH11-EX11-13-CANDIDATE",
                                                      "solver_checks": [],
                                                      "source_location": "translated complimentary-slackness.tex line 360; translated manual ch11.tex line 18",
                                                      "type": "source_wording_correction",
                                                      "verification": {
                                                        "candidate_first_constraint_lhs": 3,
                                                        "candidate_first_constraint_rhs": 5,
                                                        "candidate_is_dual_feasible": false,
                                                        "correct_optimum": 23
                                                      }
                                                    }

                                                    correction.o018.ch11.corr-ch11-mixed-signs-free

                                                    Original quotation from the producer’s record; original language retained

                                                    Pada maksimisasi campuran, kendala >= memberi pengali <=0, kendala <= memberi pengali >=0, dan variabel bebas memberi persamaan dual; contoh terkoreksi memiliki primal taklayak dan dual takterbatas.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch11 · Laboratorium Dualitas

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Pada maksimisasi campuran, kendala >= memberi pengali <=0, kendala <= memberi pengali >=0, dan variabel bebas memberi persamaan dual; contoh terkoreksi memiliki primal taklayak dan dual takterbatas.",
                                                      "id": "CORR-CH11-MIXED-SIGNS-FREE",
                                                      "solver_checks": [
                                                        {
                                                          "case": "complicated_corrected",
                                                          "maximum_violation": null,
                                                          "objective": null,
                                                          "point": null,
                                                          "purpose": "independent_lp_corroboration",
                                                          "side": "primal",
                                                          "solver": "appsi_highs",
                                                          "status": "error",
                                                          "termination_condition": "infeasible",
                                                          "variant": "corrected_signs"
                                                        },
                                                        {
                                                          "case": "complicated_corrected",
                                                          "maximum_violation": null,
                                                          "objective": null,
                                                          "point": null,
                                                          "purpose": "independent_lp_corroboration",
                                                          "side": "dual",
                                                          "solver": "appsi_highs",
                                                          "status": "error",
                                                          "termination_condition": "unbounded",
                                                          "variant": "corrected_signs"
                                                        }
                                                      ],
                                                      "source_location": "translated duality.tex lines 902-1038; translated manual ch11.tex line 17",
                                                      "type": "source_math_correction",
                                                      "verification": {
                                                        "dual_feasible_base_point": [
                                                          "3/2",
                                                          0,
                                                          "1/2"
                                                        ],
                                                        "dual_unbounded_ray": [
                                                          1,
                                                          -2,
                                                          3
                                                        ],
                                                        "primal_x1_lower_bound": "5/3",
                                                        "primal_x1_upper_bound": "3/2",
                                                        "ray_objective_change": -1
                                                      }
                                                    }

                                                    correction.o018.ch11.upstream-defect-ch11-ex11-17-retail-redundant

                                                    Original quotation from the producer’s record; original language retained

                                                    Dari 4x1+6x2+4x3=240 dan x3>=0 diperoleh 6x1+9x2+8x3=(3/2)(240)+2x3=360+2x3>=360, sehingga kendala retail >=80 selalu redundan.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch11 · Laboratorium Dualitas

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Dari 4x1+6x2+4x3=240 dan x3>=0 diperoleh 6x1+9x2+8x3=(3/2)(240)+2x3=360+2x3>=360, sehingga kendala retail >=80 selalu redundan.",
                                                      "confidence": "high",
                                                      "id": "UPSTREAM-DEFECT-CH11-EX11-17-RETAIL-REDUNDANT",
                                                      "source_location": "translated complimentary-slackness.tex lines 539-570; translated manual ch11.tex lines 316-346",
                                                      "status": "reported_not_modified",
                                                      "type": "upstream_modeling_redundancy_defect"
                                                    }

                                                    correction.o018.ch11.upstream-defect-ch11-strong-duality-omits-both-infeasible

                                                    Original quotation from the producer’s record; original language retained

                                                    Latihan 11.8 memberi primal dan dual yang sama-sama taklayak: penjumlahan kendala primal memaksa 0<=-2 dan penjumlahan kendala dual memaksa 0>=2.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch11 · Laboratorium Dualitas

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Latihan 11.8 memberi primal dan dual yang sama-sama taklayak: penjumlahan kendala primal memaksa 0<=-2 dan penjumlahan kendala dual memaksa 0>=2.",
                                                      "confidence": "high",
                                                      "id": "UPSTREAM-DEFECT-CH11-STRONG-DUALITY-OMITS-BOTH-INFEASIBLE",
                                                      "source_location": "translated duality.tex lines 219-243; translated manual ch11.tex lines 156-158",
                                                      "status": "reported_not_modified",
                                                      "type": "upstream_theorem_completeness_defect"
                                                    }

                                                    correction.o018.ch13.def-ch13-70pct-figure

                                                    Original quotation from the producer’s record; original language retained

                                                    Titik poligon (8.5,0) dan (5,14) memenuhi pendapatan 68000, sedangkan 70% dari 96000 adalah 67200; perpotongan tepatnya (8.4,0) dan (34/7,496/35).
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch13 · Laboratorium Optimisasi Multiobjektif

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Titik poligon (8.5,0) dan (5,14) memenuhi pendapatan 68000, sedangkan 70% dari 96000 adalah 67200; perpotongan tepatnya (8.4,0) dan (34/7,496/35).",
                                                      "id": "DEF-CH13-70PCT-FIGURE",
                                                      "source_location": "bab otoritas baris 143--151 dan 179--185",
                                                      "type": "source_figure_data"
                                                    }

                                                    correction.o018.ch13.def-ch13-manual-omission

                                                    Original quotation from the producer’s record; original language retained

                                                    Buku memuat 11 latihan; manual memuat 10 dan melewatkan ex:lex-vs-weighted. Entri manual 13.10 menjawab ex:furniture-weights, yaitu latihan buku 13.11.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch13 · Laboratorium Optimisasi Multiobjektif

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Buku memuat 11 latihan; manual memuat 10 dan melewatkan ex:lex-vs-weighted. Entri manual 13.10 menjawab ex:furniture-weights, yaitu latihan buku 13.11.",
                                                      "id": "DEF-CH13-MANUAL-OMISSION",
                                                      "source_location": "urutan latihan bab otoritas dibandingkan inventaris exsol manual otoritas",
                                                      "type": "source_manual_alignment"
                                                    }

                                                    correction.o018.ch13.def-ch13-revenue-profit-terms

                                                    Original quotation from the producer’s record; original language retained

                                                    Fungsi 8000x+2000y diperkenalkan sebagai pendapatan tetapi kemudian disebut laba tanpa suku biaya.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch13 · Laboratorium Optimisasi Multiobjektif

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Fungsi 8000x+2000y diperkenalkan sebagai pendapatan tetapi kemudian disebut laba tanpa suku biaya.",
                                                      "id": "DEF-CH13-REVENUE-PROFIT-TERMS",
                                                      "source_location": "bab otoritas baris 127--148",
                                                      "type": "source_terminology"
                                                    }

                                                    correction.o018.ch14.note-ch14-bern-time

                                                    Original quotation from the producer’s record; original language retained

                                                    Saksi hulu menampilkan Bern--Frankfurt sebagai 3.55; edisi id-ID memakai 3:55 sesuai solusi terpilih.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch14 · Laboratorium Algoritme Graf

                                                    Evidence recorded by the book producer

                                                    {
                                                      "id": "NOTE-CH14-BERN-TIME",
                                                      "status": "corrected_in_id_source",
                                                      "text": "Saksi hulu menampilkan Bern--Frankfurt sebagai 3.55; edisi id-ID memakai 3:55 sesuai solusi terpilih."
                                                    }

                                                    correction.o018.ch14.note-ch14-hardcoded-refs

                                                    Original quotation from the producer’s record; original language retained

                                                    Keterampilan 11 dan 14 merujuk nomor soal secara manual, sehingga rentan terhadap penyisipan atau pengurutan ulang.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch14 · Laboratorium Algoritme Graf

                                                    Evidence recorded by the book producer

                                                    {
                                                      "id": "NOTE-CH14-HARDCODED-REFS",
                                                      "status": "recorded",
                                                      "text": "Keterampilan 11 dan 14 merujuk nomor soal secara manual, sehingga rentan terhadap penyisipan atau pengurutan ulang."
                                                    }

                                                    correction.o018.ch14.note-ch14-lowres-exercises

                                                    Original quotation from the producer’s record; original language retained

                                                    Keterampilan 1--2 bergantung pada raster beresolusi rendah; rincian konstruksi tidak dipaksakan melampaui yang terlihat.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch14 · Laboratorium Algoritme Graf

                                                    Evidence recorded by the book producer

                                                    {
                                                      "id": "NOTE-CH14-LOWRES-EXERCISES",
                                                      "status": "preserved_with_rubric",
                                                      "text": "Keterampilan 1--2 bergantung pada raster beresolusi rendah; rincian konstruksi tidak dipaksakan melampaui yang terlihat."
                                                    }

                                                    correction.o018.ch14.note-ch14-prim-float

                                                    Original quotation from the producer’s record; original language retained

                                                    Gambar Prim tujuh simpul setelah Latihan 14.3 bukan graf latihan enam simpul; lab memakai data latihan yang eksplisit.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch14 · Laboratorium Algoritme Graf

                                                    Evidence recorded by the book producer

                                                    {
                                                      "id": "NOTE-CH14-PRIM-FLOAT",
                                                      "status": "preserved_and_disambiguated",
                                                      "text": "Gambar Prim tujuh simpul setelah Latihan 14.3 bukan graf latihan enam simpul; lab memakai data latihan yang eksplisit."
                                                    }

                                                    correction.o018.ch15.def-ch15-either-or-semantics

                                                    Original quotation from the producer’s record; original language retained

                                                    Frasa 'tepat satu kendala berlaku' tidak ekuivalen dengan formulasi Big-M standar: titik asal memenuhi kedua kendala namun tetap layak untuk kedua nilai pemilih. Manual memberi qaflag yang sama.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch15 · Laboratorium Pemrograman Bilangan Bulat

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Frasa 'tepat satu kendala berlaku' tidak ekuivalen dengan formulasi Big-M standar: titik asal memenuhi kedua kendala namun tetap layak untuk kedua nilai pemilih. Manual memberi qaflag yang sama.",
                                                      "id": "DEF-CH15-EITHER-OR-SEMANTICS",
                                                      "source_location": "Latihan ex:either-or-modes dan manual 15.10",
                                                      "type": "source_model_semantics"
                                                    }

                                                    correction.o018.ch15.def-ch15-fire-placements

                                                    Original quotation from the producer’s record; original language retained

                                                    Pencacahan semua 15 pasangan distrik menghasilkan tepat tiga optimum: {2,5}, {3,4}, dan {1,6}. Saksi yang dibekukan sudah mencatat bahwa solusi terpilih dahulu melewatkan pasangan {1,6}.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch15 · Laboratorium Pemrograman Bilangan Bulat

                                                    Evidence recorded by the book producer

                                                    {
                                                      "certificate": "Pencacahan semua 15 pasangan distrik menghasilkan tepat tiga optimum: {2,5}, {3,4}, dan {1,6}. Saksi yang dibekukan sudah mencatat bahwa solusi terpilih dahulu melewatkan pasangan {1,6}.",
                                                      "id": "DEF-CH15-FIRE-PLACEMENTS",
                                                      "source_location": "Latihan ex:fire-warmup, Solusi Terpilih, dan manual 15.3",
                                                      "type": "source_solution_completeness_history"
                                                    }

                                                    correction.o018.result-order-chronology

                                                    Original quotation from the producer’s record; original language retained

                                                    Explicit labels plus a separate ordered period array remove positional ambiguity without misrepresenting lexically sorted JSON object keys as chronological order.
                                                    References and identities

                                                    Related units

                                                    • unit.o018.lab.ch01-shirt-ordering · Model pemesanan kaus
                                                    • unit.o018.lab.ch01-shirt-ordering.lp · Mode pemrograman linear kontinu
                                                    • unit.o018.lab.ch01-shirt-ordering.integer · Mode bilangan bulat nonnegatif

                                                    Evidence recorded by the book producer

                                                    "source/o018-open-solver-lab/ch01-shirt-ordering/data.json and results.json SHA-256 072e0e4fea8dd76a931dae1d2190605be6b015db7d19765a84d775d77fc82dbf, together with Chapter 1 exercise ex:shirt-full-lp."

                                                    correction.r017.ch02-assumptions

                                                    Original quotation from the producer’s record; original language retained

                                                    The correction restores internal consistency and removes an unsafe modeling prescription.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Chapter 2 screen-printing model and independent feasibility reasoning."

                                                    correction.r017.ch02-bakery-relaxation

                                                    Original quotation from the producer’s record; original language retained

                                                    The model-class boundary is explicit without changing coefficients or constraints.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Chapter 2 bakery display."

                                                    correction.r017.ch02-cabinet-dominance

                                                    Original quotation from the producer’s record; original language retained

                                                    The dominance argument is now numerically correct.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Chapter 2 two-machine model coefficients."

                                                    correction.r017.ch02-capital-model-class

                                                    Original quotation from the producer’s record; original language retained

                                                    The name now matches the displayed binary domains.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Chapter 2 capital-allocation statement and solution."

                                                    correction.r017.ch02-code-link-order

                                                    Original quotation from the producer’s record; original language retained

                                                    Each reader control now identifies its actual solver implementation.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Pinned notebook names and examplewithallcode argument contract."

                                                    correction.r017.ch02-diet-metadata

                                                    Original quotation from the producer’s record; original language retained

                                                    The parameter inventory and verified LP optimum now match the displayed model.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Independent HiGHS replay of the displayed diet LP."

                                                    correction.r017.ch02-expected-cost-direction

                                                    Original quotation from the producer’s record; original language retained

                                                    The optimization direction now matches the stated coefficient semantics.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Linearity of expectation applied to the displayed objective."

                                                    correction.r017.ch02-generic-index-ranges

                                                    Original quotation from the producer’s record; original language retained

                                                    The symbols now agree with every displayed coefficient matrix row and right-hand side.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Pinned and translated Chapter 2 generic LP displays and independent mathematical replay."

                                                    correction.r017.ch02-id-layout-reflow

                                                    Original quotation from the producer’s record; original language retained

                                                    The localized reflow eliminates frame/media overflow and the sparse spill/blank verso while preserving every coefficient, domain, feasible-direction calculation, optimum, label, and exercise relation.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Final Chapter 2 source and 87-page cumulative build; the final log has zero overfull-box hits and PDF geometry places the last line within the MediaBox."

                                                    correction.r017.ch02-initial-inventory

                                                    Original quotation from the producer’s record; original language retained

                                                    Treating initial inventory as a free decision can trivialize the model.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Chapter 2 production-planning statement, parameter list, and balance equations."

                                                    correction.r017.ch02-linear-constraint-wording

                                                    Original quotation from the producer’s record; original language retained

                                                    The classification now matches the displayed relation signs.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Chapter 2 Exercise 2.11 and both selected/manual solutions."

                                                    correction.r017.ch02-manual-provenance

                                                    Original quotation from the producer’s record; original language retained

                                                    The derivative does not manufacture rights conclusions that the pinned authority cannot prove.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02.solutions-manual · unit.r017.book1.ch02.solutions-manual

                                                    Evidence recorded by the book producer

                                                    "Pinned Chapter 2 exercise footnote and solutions-manual header/qaflags."

                                                    correction.r017.ch02-rented-labor-proof

                                                    Original quotation from the producer’s record; original language retained

                                                    The conclusion that all 30 hours are rented is now justified within the full feasible system.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Direct substitution and independent LP optimum (0,22,72,30), net profit 2448."

                                                    correction.r017.ch02-smoothie-optima

                                                    Original quotation from the producer’s record; original language retained

                                                    The revised solution describes the actual optimal face rather than a single solver vertex.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Independent LP replay and direct substitution into all three nutrient constraints."

                                                    correction.r017.ch02-staffing-integrality

                                                    Original quotation from the producer’s record; original language retained

                                                    The mathematical model, narrative, and exact bundled notebook now agree.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Independent LP/MIP replay gives base objectives 7.333... and 8; pinned notebook inventory."

                                                    correction.r017.ch02-welding-semantics

                                                    Original quotation from the producer’s record; original language retained

                                                    No unmodeled costs are introduced and all units match the statement.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Chapter 2 welding statement and model."

                                                    correction.r017.ch03-caption-closure

                                                    Original quotation from the producer’s record; original language retained

                                                    Reader captions now identify each Solver interface state without changing the images.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.text · unit.r017.book1.ch03.text

                                                    Evidence recorded by the book producer

                                                    "Eight pinned and translated Chapter 3 figure commands."

                                                    correction.r017.ch03-diet-exact-value

                                                    Original quotation from the producer’s record; original language retained

                                                    Exact and rounded values are no longer conflated.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.solutions-manual · unit.r017.book1.ch03.solutions-manual

                                                    Evidence recorded by the book producer

                                                    "Independent replay of the displayed linear system and objective."

                                                    correction.r017.ch03-forward-reference-build

                                                    Original quotation from the producer’s record; original language retained

                                                    The admitted partial reader remains truthful and free of unresolved references without importing untranslated material.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.text · unit.r017.book1.ch03.text

                                                    Evidence recorded by the book producer

                                                    "References to ex:production-10period, ex:min-cost-flow-warehouses, and sec:transportation-problem in Chapter 3."

                                                    correction.r017.ch03-generated-language-reflow

                                                    Original quotation from the producer’s record; original language retained

                                                    The 105-page Indonesian reader should be linguistically complete and readable without changing any equation, model, or solution relationship.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1 · Pemrograman Matematis dan Riset Operasi — Buku 1
                                                    • unit.r017.book1.ch03.text · unit.r017.book1.ch03.text
                                                    • unit.r017.book1.ch03.solutions-manual · unit.r017.book1.ch03.solutions-manual

                                                    Evidence recorded by the book producer

                                                    "Final source plus physical pages 86--88, 101--102, and 105 of the hash-bound cumulative reader."

                                                    correction.r017.ch03-image-actualtext

                                                    Original quotation from the producer’s record; original language retained

                                                    ActualText exposes image meaning to extraction and assistive tooling without falsely claiming a PDF/UA structure tree.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.text · unit.r017.book1.ch03.text

                                                    Evidence recorded by the book producer

                                                    "Eight descriptions in four Chapter 3 form-XObject streams; Tagged=no remains explicit."

                                                    correction.r017.ch03-integer-solver-method

                                                    Original quotation from the producer’s record; original language retained

                                                    Solver method selection now matches model structure and the book's own integer-programming explanation.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.text · unit.r017.book1.ch03.text

                                                    Evidence recorded by the book producer

                                                    "Pinned Chapter 3 source, Solver method semantics, and translated tutorial."

                                                    correction.r017.ch03-interactive-knapsack

                                                    Original quotation from the producer’s record; original language retained

                                                    Exhaustive enumeration verifies this feasible optimum.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.interactive · unit.r017.book1.ch03.interactive

                                                    Evidence recorded by the book producer

                                                    "Independent enumeration of every binary selection in the interactive data."

                                                    correction.r017.ch03-interactive-nlp-sheet

                                                    Original quotation from the producer’s record; original language retained

                                                    The worksheet formulas, Solver target, and verified least-squares solution now agree.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.interactive · unit.r017.book1.ch03.interactive

                                                    Evidence recorded by the book producer

                                                    "Multi-start replay gives a=5.042918318, b=0.421541759, c=0.064088222, SSE=0.002146810472, RMSE=0.020721054."

                                                    correction.r017.ch03-shadow-price-range

                                                    Original quotation from the producer’s record; original language retained

                                                    A sensitivity coefficient is valid only within its allowable interval.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.solutions-manual · unit.r017.book1.ch03.solutions-manual

                                                    Evidence recorded by the book producer

                                                    "Independent LP sensitivity replay of Exercise 3.6."

                                                    correction.r017.ch03-short-sale-units

                                                    Original quotation from the producer’s record; original language retained

                                                    The numerical decision and financial amount must use the same declared scale.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.text · unit.r017.book1.ch03.text

                                                    Evidence recorded by the book producer

                                                    "Chapter 3 Exercise 3.9 and its selected/manual solutions."

                                                    correction.r017.ch03-solver-constraint-formula

                                                    Original quotation from the producer’s record; original language retained

                                                    The spreadsheet now exposes a numeric constraint expression and uses Solver for the relation.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.text · unit.r017.book1.ch03.text

                                                    Evidence recorded by the book producer

                                                    "Pinned Chapter 3 source and Excel formula semantics."

                                                    correction.r017.ch03-sqrt-domain

                                                    Original quotation from the producer’s record; original language retained

                                                    The example is differentiable on the stated domain while remaining nonlinear.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.solutions-manual · unit.r017.book1.ch03.solutions-manual

                                                    Evidence recorded by the book producer

                                                    "Derivative domain of the square-root function."

                                                    correction.r017.ch03-transport-capacity-wording

                                                    Original quotation from the producer’s record; original language retained

                                                    The prose now matches the actual constraint set.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch03.text · unit.r017.book1.ch03.text
                                                    • unit.r017.book1.ch03.solutions-manual · unit.r017.book1.ch03.solutions-manual

                                                    Evidence recorded by the book producer

                                                    "Exercise 3.5 data table, selected solution, and manual solution."

                                                    correction.r017.ch04-airline-maxflow-topology

                                                    Original quotation from the producer’s record; original language retained

                                                    The reader must be internally coherent without silently rewriting frozen operational witnesses.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-b · unit.r017.book1.ch04.text-b
                                                    • unit.r017.book1.ch04.interactive · unit.r017.book1.ch04.interactive

                                                    Evidence recorded by the book producer

                                                    "Independent maximum-flow replay, localized TikZ topology, interactive example, and Chapter 4 workbook receipt."

                                                    correction.r017.ch04-assignment-workbook-divergence

                                                    Original quotation from the producer’s record; original language retained

                                                    Recomputing a historical Solver report during localization would erase provenance; silently treating 129 as the selected assignment's cost would be false.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-a · unit.r017.book1.ch04.text-a

                                                    Evidence recorded by the book producer

                                                    "Chapter 4 workbook localization receipt, assignment-problem-excel-id-ID.xlsx, and O018 deterministic results."

                                                    correction.r017.ch04-balance-sign-conventions

                                                    Original quotation from the producer’s record; original language retained

                                                    The conventions are both valid but must never be mixed inside one model.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-b · unit.r017.book1.ch04.text-b
                                                    • unit.r017.book1.ch04.interactive · unit.r017.book1.ch04.interactive

                                                    Evidence recorded by the book producer

                                                    "Chapter 4 network-flow displays and localized interactive sign-convention panel."

                                                    correction.r017.ch04-caption-completion

                                                    Original quotation from the producer’s record; original language retained

                                                    A caption must convey the whole instructional figure, including for nonvisual reading.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-a · unit.r017.book1.ch04.text-a
                                                    • unit.r017.book1.ch04.text-b · unit.r017.book1.ch04.text-b

                                                    Evidence recorded by the book producer

                                                    "Localized caption text compared node-for-node and arc-for-arc with each TikZ source."

                                                    correction.r017.ch04-ex05-flow-roles

                                                    Original quotation from the producer’s record; original language retained

                                                    Requiring every warehouse to ship its full inventory makes the stated network infeasible.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-b · unit.r017.book1.ch04.text-b
                                                    • unit.r017.book1.ch04.solutions-manual · unit.r017.book1.ch04.solutions-manual

                                                    Evidence recorded by the book producer

                                                    "Direct capacity and conservation replay of Exercise 4.5."

                                                    correction.r017.ch04-ex07-capacity

                                                    Original quotation from the producer’s record; original language retained

                                                    Capacity 4 is the minimal topology-consistent repair that makes the displayed data feasible and realizes the intended check value.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-b · unit.r017.book1.ch04.text-b
                                                    • unit.r017.book1.ch04.solutions-manual · unit.r017.book1.ch04.solutions-manual

                                                    Evidence recorded by the book producer

                                                    "Independent scipy/LP replay and exact 67-cost flow recorded in the localized manual."

                                                    correction.r017.ch04-fairness-conventions

                                                    Original quotation from the producer’s record; original language retained

                                                    Fairness direction depends on whether larger or smaller scores are preferred.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-a · unit.r017.book1.ch04.text-a
                                                    • unit.r017.book1.ch04.text-b · unit.r017.book1.ch04.text-b
                                                    • unit.r017.book1.ch04.solutions-manual · unit.r017.book1.ch04.solutions-manual

                                                    Evidence recorded by the book producer

                                                    "Worked assignment table, Exercise 4.14, selected solution, and manual solution."

                                                    correction.r017.ch04-fairness-minmax-indices

                                                    Original quotation from the producer’s record; original language retained

                                                    The index topology must match the displayed agent-by-project table and the stated fairness criterion.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-a · unit.r017.book1.ch04.text-a

                                                    Evidence recorded by the book producer

                                                    "Chapter 4 fairness derivation and independent index replay."

                                                    correction.r017.ch04-fractional-assignment

                                                    Original quotation from the producer’s record; original language retained

                                                    Both variable indices must keep the first index fixed at Team 1.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-a · unit.r017.book1.ch04.text-a

                                                    Evidence recorded by the book producer

                                                    "Direct substitution into the displayed assignment constraints."

                                                    correction.r017.ch04-interactive-semantics

                                                    Original quotation from the producer’s record; original language retained

                                                    Executable examples and explanatory prose must agree with the chapter's mathematics and library return semantics.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.interactive · unit.r017.book1.ch04.interactive

                                                    Evidence recorded by the book producer

                                                    "Target JSX SHA-256 110af1e063e78a0cb26b8abd3f9df2e3201ad8b361756a38314f33d9de6a3c4b and final independent JSX audit."

                                                    correction.r017.ch04-investment-model-unresolved

                                                    Original quotation from the producer’s record; original language retained

                                                    Changing domains or inventing cash-flow semantics would silently create a different model.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-b · unit.r017.book1.ch04.text-b
                                                    • unit.o018.lab.ch04.investment-multi-period · Investasi modal multiperiodik

                                                    Evidence recorded by the book producer

                                                    "Pinned example, localized qaflag, and O018 Chapter 4 results/receipt."

                                                    correction.r017.ch04-mincost-db-arc

                                                    Original quotation from the producer’s record; original language retained

                                                    The corrected direction restores the intended feasible network without changing any other datum.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-b · unit.r017.book1.ch04.text-b

                                                    Evidence recorded by the book producer

                                                    "Direct flow-balance feasibility replay against the labeled TikZ graph."

                                                    correction.r017.ch04-multicommodity-topology-solution

                                                    Original quotation from the producer’s record; original language retained

                                                    Every displayed commodity balance and shared capacity must be feasible.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-b · unit.r017.book1.ch04.text-b
                                                    • unit.r017.book1.ch04.interactive · unit.r017.book1.ch04.interactive

                                                    Evidence recorded by the book producer

                                                    "Direct two-commodity balance and cost replay."

                                                    correction.r017.ch04-overtime-missing-capacity

                                                    Original quotation from the producer’s record; original language retained

                                                    An open-solver adaptation cannot recover absent business parameters honestly.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch04.text-a · unit.r017.book1.ch04.text-a
                                                    • unit.o018.lab.ch04.production-overtime · Perencanaan produksi dengan lembur

                                                    Evidence recorded by the book producer

                                                    "Displayed objective and balances plus O018 Chapter 4 results/receipt."

                                                    correction.r017.ch05-alternate-objective-bound

                                                    Original quotation from the producer’s record; original language retained

                                                    The prose must disclose the one changed constraint that makes the displayed vertices and edge possible.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch05.text · unit.r017.book1.ch05.text

                                                    Evidence recorded by the book producer

                                                    "Pinned Chapter 5 example exa:FurnitureWorkshopAltOpt compared with ex:FurnitureWorkshop and the localized target."

                                                    correction.r017.ch05-basic-feasible-solution-word-order

                                                    Original quotation from the producer’s record; original language retained

                                                    The corrected term preserves the mathematical head 'basis' and matches the edition's Chapter 7--9 simplex terminology without imposing an unsupported corpus-wide spelling rewrite.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch05.text · unit.r017.book1.ch05.text

                                                    Evidence recorded by the book producer

                                                    "segment.r017.book1.ch05.text.block-020; qa/terminology-evidence/INDONESIAN-FIELD-TERMINOLOGY-QA.md at SHA-256 ca650f605b757a9ca3f0265555ee0bb0914f9def90012115658395f33e793a7b; field fallback Desi Analisa Nababan, UNY, 2015."

                                                    correction.r017.ch05-diet-rhs

                                                    Original quotation from the producer’s record; original language retained

                                                    The formulation must match the exercise table and stated daily requirements.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch05.text · unit.r017.book1.ch05.text
                                                    • unit.r017.book1.ch05.solutions-manual · unit.r017.book1.ch05.solutions-manual
                                                    • unit.o018.lab.ch05.ex10 · Masalah Diet

                                                    Evidence recorded by the book producer

                                                    "Pinned exercise statement, manual qaflag, localized selected solution, and independently solved O018 case."

                                                    correction.r017.ch05-ex09-title-objective

                                                    Original quotation from the producer’s record; original language retained

                                                    Retitling removes a false answer cue without changing the mathematical task.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch05.text · unit.r017.book1.ch05.text
                                                    • unit.r017.book1.ch05.solutions-manual · unit.r017.book1.ch05.solutions-manual
                                                    • unit.o018.lab.ch05.ex09 · Berhingga atau Tak Berbatas?

                                                    Evidence recorded by the book producer

                                                    "Pinned Exercise 5.9, its manual qaflag, and O018 deterministic classification."

                                                    correction.r017.ch05-ex16-ray

                                                    Original quotation from the producer’s record; original language retained

                                                    The claimed unbounded ray must remain feasible.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch05.solutions-manual · unit.r017.book1.ch05.solutions-manual
                                                    • unit.o018.lab.ch05.ex16 · Optimisasi Terbatas dan Tak Berbatas

                                                    Evidence recorded by the book producer

                                                    "Pinned manual qaflag, direct substitution, and O018 ray verification."

                                                    correction.r017.ch05-gradient-normal

                                                    Original quotation from the producer’s record; original language retained

                                                    A linear objective gradient is normal to its level sets, not parallel to them.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch05.text · unit.r017.book1.ch05.text

                                                    Evidence recorded by the book producer

                                                    "Pinned and localized solution to exa:FurnitureWorkshopAltOpt; direct dot-product and level-set geometry."

                                                    correction.r017.ch05-id-reflow-figures

                                                    Original quotation from the producer’s record; original language retained

                                                    The localized reader must fill the page legibly without changing the underlying diagrams or mathematics.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch05.text · unit.r017.book1.ch05.text

                                                    Evidence recorded by the book producer

                                                    "Rendered physical pages 138, 142, 145--147, and 156 of the final Chapter 5 cumulative reader."

                                                    correction.r017.ch05-pdf-navigation

                                                    Original quotation from the producer’s record; original language retained

                                                    Reader navigation must be structurally valid as well as visually correct.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch05 · Menyelesaikan Program Linier secara Grafis

                                                    Evidence recorded by the book producer

                                                    "Final PDF catalog/outline inspection and zero mutool bad-or-missing-last-pointer diagnostics."

                                                    correction.r017.ch05-selected-solution-envelope

                                                    Original quotation from the producer’s record; original language retained

                                                    Both lower bounds on z apply simultaneously.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch05.text · unit.r017.book1.ch05.text
                                                    • unit.r017.book1.ch05.solutions-manual · unit.r017.book1.ch05.solutions-manual

                                                    Evidence recorded by the book producer

                                                    "Pinned selected solution lines 1088--1109, localized correction, and direct substitution."

                                                    correction.r017.ch05-unbounded-ray-domain

                                                    Original quotation from the producer’s record; original language retained

                                                    Every point in a feasibility witness must satisfy all displayed constraints.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch05.text · unit.r017.book1.ch05.text

                                                    Evidence recorded by the book producer

                                                    "Direct substitution into the pinned unbounded-region model."

                                                    correction.r017.ch06-incomplete-caption

                                                    Original quotation from the producer’s record; original language retained

                                                    A visible and nonvisual caption must describe the complete instructional figure rather than preserve an unfinished placeholder.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch06.text · unit.r017.book1.ch06.text

                                                    Evidence recorded by the book producer

                                                    "Pinned formalize-LP.tex line 685 and the localized figure caption at the same source position."

                                                    correction.r017.ch07-big-m-graph-label-collisions

                                                    Original quotation from the producer’s record; original language retained

                                                    The mathematical graph remains complete while labels become readable without overlap.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch07.text · unit.r017.book1.ch07.text

                                                    Evidence recorded by the book producer

                                                    "Pinned TikZ block near authority lines 1903--1911; final target physical page 202 and exact-byte visual audit."

                                                    correction.r017.ch07-final-dictionary-overlay

                                                    Original quotation from the producer’s record; original language retained

                                                    All annotations remain readable and structurally associated with the displayed dictionary at normal page width.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch07.text · unit.r017.book1.ch07.text

                                                    Evidence recorded by the book producer

                                                    "Pinned overlay block near authority lines 1359--1379; final target physical page 194 and exact-byte visual audit."

                                                    correction.r017.ch07-incomplete-pivot-caption

                                                    Original quotation from the producer’s record; original language retained

                                                    A publication caption must be a complete, informative sentence and identify the endpoint already shown in the figure.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch07.text · unit.r017.book1.ch07.text

                                                    Evidence recorded by the book producer

                                                    "Pinned simplex-basis-driven.tex authority line 1751; localized target line 1764; final page audit."

                                                    correction.r017.ch08-nonoptimal-basis

                                                    Original quotation from the producer’s record; original language retained

                                                    The prose conclusion must match the displayed certificate.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch08.text · unit.r017.book1.ch08.text

                                                    Evidence recorded by the book producer

                                                    "Pinned simplex-matrix-version.tex near authority line 1084 and independent basis/reduced-cost replay."

                                                    correction.r017.ch08-two-candidate-optimality

                                                    Original quotation from the producer’s record; original language retained

                                                    The prompt must not assert the false conclusion it asks the student to determine.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch08.text · unit.r017.book1.ch08.text

                                                    Evidence recorded by the book producer

                                                    "Pinned simplex-matrix-version.tex near authority line 855 and independent reduced-cost replay."

                                                    correction.r017.ch13.pareto-curve-axis-semantics

                                                    Original quotation from the producer’s record; original language retained

                                                    Accessible text and visible labels must describe the mathematical geometry actually plotted; reversing the axes changes the meaning of every displayed point.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch13.text · unit.r017.book1.ch13.text

                                                    Evidence recorded by the book producer

                                                    "Pinned multi-objective source figure geometry compared with the localized figure labels and alternative text during the final high-resolution page audit."

                                                    correction.r017.ch15.knapsack-static-asset-closure

                                                    Original quotation from the producer’s record; original language retained

                                                    The figure is required for deterministic Book 1 compilation and its third-party rights must remain narrower than the repository-level content license.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch15.text · unit.r017.book1.ch15.text

                                                    Evidence recorded by the book producer

                                                    "Pinned 00_METADATA.bib entry, absence of the authority image path, localized chapter figure reference, and successful final build file-use witness."

                                                    correction.r017.chapter1-citation-closure

                                                    Original quotation from the producer’s record; original language retained

                                                    The explicit additive file closes the first-unit bibliography without mutating or misrepresenting the pinned bibliography submodule.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch01 · Pemrograman Matematis

                                                    Evidence recorded by the book producer

                                                    "preamble/id-ID-source-corrections.bib and localized preamble0-biblatex.tex."

                                                    correction.r017.edelman-benefit-total

                                                    Original quotation from the producer’s record; original language retained

                                                    The localized edition follows the cited primary source rather than silently reproducing the inconsistent number.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch01 · Pemrograman Matematis

                                                    Evidence recorded by the book producer

                                                    "INFORMS Franz Edelman Award page, accessed 2026-08-21; citation key informs2026edelman in preamble/id-ID-source-corrections.bib."

                                                    correction.r017.examples-screen-printing-links

                                                    Original quotation from the producer’s record; original language retained

                                                    The reader must not present dead controls as executable laboratories while the source defect remains auditable for later consolidated reporting.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Pinned Book 1 tree plus artifact.external.ooor-examples-authority-manifest at examples commit b924d2fe61ee0ba925903aba615db4f46e65b4be."

                                                    correction.r017.exercise-ladder-metadata

                                                    Original quotation from the producer’s record; original language retained

                                                    Avoid silently manufacturing pedagogy while preserving the observed mismatch.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.introduction.text · unit.r017.book1.introduction.text
                                                    • unit.r017.book1.ch01 · Pemrograman Matematis

                                                    Evidence recorded by the book producer

                                                    "Introduction exercise-ladder prose and Chapter 1 exercise environments at pinned source commit."

                                                    correction.r017.figure-1-4-alt

                                                    Original quotation from the producer’s record; original language retained

                                                    The correction aligns nonvisual and visual meaning.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch01 · Pemrograman Matematis

                                                    Evidence recorded by the book producer

                                                    "Official HTML reader and pinned Chapter 1 TeX."

                                                    correction.r017.figure-1-6-alt

                                                    Original quotation from the producer’s record; original language retained

                                                    The correction adds accessibility metadata without changing mathematical content.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch01 · Pemrograman Matematis

                                                    Evidence recorded by the book producer

                                                    "Official HTML reader and pinned Chapter 1 TeX."

                                                    correction.r017.generated-label-localization

                                                    Original quotation from the producer’s record; original language retained

                                                    These are reader-facing structural strings rather than protected titles or code tokens.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1 · Pemrograman Matematis dan Riset Operasi — Buku 1
                                                    • unit.r017.book1.ch02 · Pemodelan: Pemrograman Linear

                                                    Evidence recorded by the book producer

                                                    "Final controller/shared-package sources plus PDF text, TOC, part page, box headings, and outline inspection."

                                                    correction.r017.id-reflow-anchor-guards

                                                    Original quotation from the producer’s record; original language retained

                                                    The guards keep each anchor with enough following content, while the normal float lets the unchanged diagram use a readable width in the Indonesian layout.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch01 · Pemrograman Matematis

                                                    Evidence recorded by the book producer

                                                    "Seven explicit Needspace commands plus one wrapfigure-to-figure container delta in the frozen localized Chapter 1 source, with the deterministic replay PDF/build log and all-page visual inspection."

                                                    correction.r017.least-squares-delimiter-extraction

                                                    Original quotation from the producer’s record; original language retained

                                                    The delimiter size is not mathematically significant; correct copy/extraction semantics are.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.ch01 · Pemrograman Matematis

                                                    Evidence recorded by the book producer

                                                    "Exact p43 font/CMap diagnosis on the predecessor PDF and zero U+0000/U+0001 in both rebuilt localized PDFs."

                                                    correction.r017.missing-excel-solver-layout

                                                    Original quotation from the producer’s record; original language retained

                                                    The source baseline must remain reproducible and the derivative must not mask a missing upstream asset.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1 · Pemrograman Matematis dan Riset Operasi — Buku 1

                                                    Evidence recorded by the book producer

                                                    "qa/baseline-build/book1-main.log, software-excel.tex line 65."

                                                    correction.r017.pdf-info-metadata

                                                    Original quotation from the producer’s record; original language retained

                                                    Common reader and catalog tools inspect either metadata surface; both should identify the work consistently.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1 · Pemrograman Matematis dan Riset Operasi — Buku 1

                                                    Evidence recorded by the book producer

                                                    "Final pdfinfo and XMP readback of the 47-page and 87-page localized PDFs."

                                                    correction.r017.pdf-tagging

                                                    Original quotation from the producer’s record; original language retained

                                                    Do not claim an accessible tagged PDF when the upstream build disables it.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1 · Pemrograman Matematis dan Riset Operasi — Buku 1

                                                    Evidence recorded by the book producer

                                                    "Pinned accessibility preamble."

                                                    correction.r017.pdf-trailer-id

                                                    Original quotation from the producer’s record; original language retained

                                                    Clean builds from distinct output directories must reproduce the complete PDF bytes, not merely all semantic bytes before the trailer.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1 · Pemrograman Matematis dan Riset Operasi — Buku 1

                                                    Evidence recorded by the book producer

                                                    "Two independent fresh Chapter 3 build directories and one fresh Chapter 4 directory match their canonical PDF hashes byte-for-byte after the bounded primitive was added."

                                                    correction.r017.pdf-xmp-path-determinism

                                                    Original quotation from the producer’s record; original language retained

                                                    Independent builds must reproduce XMP UUIDs, imported-XObject metadata, compressed streams, xref offsets, and final bytes exactly.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1 · Pemrograman Matematis dan Riset Operasi — Buku 1

                                                    Evidence recorded by the book producer

                                                    "Chapter 6 object-by-object replay isolated one XMP InstanceID plus three PTEX.FileName objects; canonical rebuild and clean replay then matched at SHA-256 63a97aaa...."

                                                    correction.r017.preface-grant-attribution

                                                    Original quotation from the producer’s record; original language retained

                                                    The missing private wording cannot be reconstructed from the frozen public source and prevents a claim that publication attribution is fully closed.
                                                    References and identities

                                                    Related units

                                                    • unit.r017.book1.preface · unit.r017.book1.preface

                                                    Evidence recorded by the book producer

                                                    "Pinned and translated frontmatter/preface.tex line 28; the TODO and generic rendered acknowledgment are both preserved."

                                                    Inspect the 21 repaired references

                                                    Download reference-review evidence

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