A DISJUNCTIVE CUTTING PLANE ALGORITHM FOR BILINEAR PROGRAMMING

被引:0
|
作者
Rahimian, Hamed [1 ]
Mehrotra, Sanjay [2 ]
机构
[1] Clemson Univ, Dept Ind Engn, Clemson, SC 29634 USA
[2] Northwestern Univ, Dept Ind Engn & Management Sci, Evanston, IL 60208 USA
关键词
rogramming; nonconvex programming; disjunctive programming; global optimization; cutting planes; GLOBAL OPTIMIZATION; CONVEX-HULL; MODELS;
D O I
10.1137/22M1515562
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we present and analyze a finitely convergent disjunctive cutting plane algorithm to obtain an \epsilon -optimal solution or detect the infeasibility of a general nonconvex continuous bilinear program. While the cutting planes are obtained like Saxena, Bonami, and Lee [Math. Prog., the algorithm that guarantees finite convergence is exploring near-optimal extreme point solutions to a current relaxation at each iteration. In this sense, the presented algorithm and its analysis extend the work Owen and Mehrotra [Math. Prog., 89 (2001), pp. 437--448] for solving mixed-integer linear programs to the general bilinear programs.
引用
收藏
页码:3286 / 3313
页数:28
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