LP based heuristics for the multiple knapsack problem with assignment restrictions

LP based heuristics for the multiple knapsack problem with assignment restrictions

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Article ID: iaor20071458
Country: Netherlands
Volume: 146
Issue: 1
Start Page Number: 91
End Page Number: 104
Publication Date: Sep 2006
Journal: Annals of Operations Research
Authors: ,
Keywords: programming: linear, heuristics
Abstract:

Starting with a problem in wireless telecommunication, we are led to study the multiple knapsack problem with assignment restrictions. This problem is NP-hard. We consider special cases and their computational complexity. We present both randomized and deterministic LP based algorithms, and show both theoretically and computationally their usefulness for large-scale problems.

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