A core approach to the 0–1 equality knapsack problem

A core approach to the 0–1 equality knapsack problem

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Article ID: iaor19991957
Country: United Kingdom
Volume: 49
Issue: 1
Start Page Number: 86
End Page Number: 92
Publication Date: Jan 1998
Journal: Journal of the Operational Research Society
Authors: ,
Keywords: knapsack problem
Abstract:

For the 0–1 knapsack problem with equality constraint a partitioning procedure is introduced which focuses on the core of the problem. The purpose of the procedure is to reduce the required preliminary sorting for large problem instances. Computational results are presented for an improved heuristic as well as for a complete (exact) algorithm showing the success of the core approach. Test problems of size up to 15 000 objects are solved within 400 ms on a standard personal computer, that is, within the time that is needed for sorting the profit-weight ratios. The core algorithm reduces the solution times by a factor of up to four for large problem instances.

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