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The Quadratic Knapsack Problem

In: Knapsack Problems

Author

Listed:
  • Hans Kellerer

    (University of Graz, Department of Statistics and Operations Research)

  • Ulrich Pferschy

    (University of Graz, Department of Statistics and Operations Research)

  • David Pisinger

    (University of Copenhagen, DIKU, Department of Computer Science)

Abstract

In all the variants of the knapsack problems considered so far the profit of choosing a given item was independent of the other items chosen. In many real life applications as well as in problems with roots in graph theory it is natural to assume that the profit of a packing also should reflect how well the given items fit together. One possible formulation of such an interdependence is the quadratic knapsack problem (QKP) in which an item has a corresponding profit and an additional profit is redeemed if the item is selected together with another item. (QKP) was first introduced by Gallo, Hammer and Simeone [160] and has been studied intensively in the last decade due to its simple structure and challenging difficulty.

Suggested Citation

  • Hans Kellerer & Ulrich Pferschy & David Pisinger, 2004. "The Quadratic Knapsack Problem," Springer Books, in: Knapsack Problems, chapter 12, pages 349-388, Springer.
  • Handle: RePEc:spr:sprchp:978-3-540-24777-7_12
    DOI: 10.1007/978-3-540-24777-7_12
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