A cutting plane method for minimizing pseudo-convex functions in the mixed integer case

被引:27
作者
Pörn, R
Westerlund, T
机构
[1] Abo Akad Univ, Proc Design Lab, FIN-20500 Turku, Finland
[2] Abo Akad Univ, Dept Math, FIN-20500 Turku, Finland
基金
芬兰科学院;
关键词
mixed integer non-linear programming; pseudo-convex functions; cutting plane method;
D O I
10.1016/S0098-1354(00)00622-0
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, a mixed integer non linear programming (MINLP) algorithm for minimizing pseudo-convex functions under pseudo-convex constraints is proposed and illustrated. The solution procedure is iterative and relies on successive linear approximation of the objective function and on a line-search technique. The whole procedure is then embedded within the framework of a existing cutting plane method for mixed integer non-linear programs. This enables us to solve general MINLPs with pseudo-convex objective and pseudo-convex inequality constraints to global optimality. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:2655 / 2665
页数:11
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