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A new exact approach for the 0–1 Collapsing Knapsack Problem

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  • Della Croce, Federico
  • Salassa, Fabio
  • Scatamacchia, Rosario

Abstract

We consider the 0/1 Collapsing Knapsack Problem (CKP) and a generalization involving more than a capacity constraint (M-CKP). We propose a novel ILP formulation and a problem reduction procedure together with an exact approach. The proposed approach compares favorably to the methods available in the literature and manages to solve to optimality very large size instances particularly for CKP and 2-CKP.

Suggested Citation

  • Della Croce, Federico & Salassa, Fabio & Scatamacchia, Rosario, 2017. "A new exact approach for the 0–1 Collapsing Knapsack Problem," European Journal of Operational Research, Elsevier, vol. 260(1), pages 56-69.
    • Handle: RePEc:eee:ejores:v:260:y:2017:i:1:p:56-69
    DOI: 10.1016/j.ejor.2016.12.009
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    References listed on IDEAS

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    1. Caprara, Alberto & Kellerer, Hans & Pferschy, Ulrich & Pisinger, David, 2000. "Approximation algorithms for knapsack problems with cardinality constraints," European Journal of Operational Research, Elsevier, vol. 123(2), pages 333-345, June.
    2. Renata Mansini & M. Grazia Speranza, 2012. "CORAL: An Exact Algorithm for the Multidimensional Knapsack Problem," INFORMS Journal on Computing, INFORMS, vol. 24(3), pages 399-415, August.
    3. Silvano Martello & Paolo Toth, 2003. "An Exact Algorithm for the Two-Constraint 0--1 Knapsack Problem," Operations Research, INFORMS, vol. 51(5), pages 826-835, October.
    4. Silvano Martello & David Pisinger & Paolo Toth, 1999. "Dynamic Programming and Strong Bounds for the 0-1 Knapsack Problem," Management Science, INFORMS, vol. 45(3), pages 414-424, March.
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