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The Multiple-Choice Knapsack Problem

Author

Listed:
  • Prabhakant Sinha

    (University of Georgia, Athens, Georgia)

  • Andris A. Zoltners

    (Northwestern University, Evanston, Illinois)

Abstract

The multiple-choice knapsack problem is defined as a binary knapsack problem with the addition of disjoint multiple-choice constraints. The strength of the branch-and-bound algorithm we present for this problem resides with the quick solution of the linear programming relaxation and its efficient, subsequent reoptimization as a result of branching. An implemented version of this algorithm has performed well on a large set of test problems. We cite computational results as well as a comparison with a previously reported algorithm. Several useful applications of the multiple-choice knapsack problem are also suggested.

Suggested Citation

  • Prabhakant Sinha & Andris A. Zoltners, 1979. "The Multiple-Choice Knapsack Problem," Operations Research, INFORMS, vol. 27(3), pages 503-515, June.
  • Handle: RePEc:inm:oropre:v:27:y:1979:i:3:p:503-515
    DOI: 10.1287/opre.27.3.503
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