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: | Wu Y, Li Q, Quan J |
Keywords: | programming: quadratic, programming: integer, heuristics |
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.