Global optimality conditions and optimization methods for quadratic integer programming problems

Global optimality conditions and optimization methods for quadratic integer programming problems

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Article ID: iaor20119962
Volume: 51
Issue: 3
Start Page Number: 549
End Page Number: 568
Publication Date: Nov 2011
Journal: Journal of Global Optimization
Authors: , ,
Keywords: programming: quadratic, programming: integer, heuristics
Abstract:

In this paper, we first establish some sufficient and some necessary global optimality conditions for quadratic integer programming problems. Then we present a new local optimization method for quadratic integer programming problems according to its necessary global optimality conditions. A new global optimization method is proposed by combining its sufficient global optimality conditions, local optimization method and an auxiliary function. The numerical examples are also presented to show that the proposed optimization methods for quadratic integer programming problems are very efficient and stable.

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