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On the exact separation of cover inequalities of maximum-depth

Author

Listed:
  • Catanzaro, Daniele

    (Université catholique de Louvain, LIDAM/CORE, Belgium)

  • Coniglio, Stefano
  • Furini, Fabio

Abstract

We investigate the problem of separating cover inequalities of maximum-depth exactly. We propose a pseudopolynomial-time dynamic-programming algorithm for its solution, thanks to which we show that this problem is weakly NP-hard (similarly to the problem of separating cover inequalities of maximum violation). We carry out extensive computational experiments on instances of the knapsack and the multi-dimensional knapsack problems with and without conflict constraints. The results show that, with a cutting-plane generation method based on the maximum-depth criterion, we can optimize over the cover-inequality closure by generating a number of cuts smaller than when adopting the standard maximum-violation criterion. We also introduce the Point-to-Hyperplane Distance Knapsack Problem (PHD-KP), a problem closely related to the separation problem for maximum-depth cover inequalities, and show how the proposed dynamic programming algorithm can be adapted for effectively solving the PHD-KP as well.

Suggested Citation

  • Catanzaro, Daniele & Coniglio, Stefano & Furini, Fabio, 2023. "On the exact separation of cover inequalities of maximum-depth," LIDAM Reprints CORE 3272, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  • Handle: RePEc:cor:louvrp:3272
    DOI: https://doi.org/10.1007/s11590-021-01741-0
    Note: In: Optimization Letters, 2022, vol. 16(2), p. 449-469
    as

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