The knapsack problem with scheduled items

Fabián Díaz-Núñez, Franco Quezada, Óscar C. Vásquez

Research output: Contribution to journalArticlepeer-review

Abstract

We consider a new variant of the knapsack problem, where the contribution of each item on total profit is determined by its position in the knapsack via a specific function. While in the classic version this function could be considered a constant, we study two non-monotone convex functions motived by several real applications. We propose a binary linear programming (BLP) model and a polynomial time algorithm, called Greedy. Computational experiments are carried out, discussing practical and theoretical aspects of the problem resolution.

Original languageEnglish
Pages (from-to)293-300
Number of pages8
JournalElectronic Notes in Discrete Mathematics
Volume69
DOIs
Publication statusPublished - 1 Aug 2018

Keywords

  • Knapsack problem
  • Non-linear functions
  • Scheduling

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