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
相关论文
共 50 条
  • [21] Disjunctive cuts for continuous linear bilevel programming
    Charles Audet
    Jean Haddad
    Gilles Savard
    Optimization Letters, 2007, 1 : 259 - 267
  • [22] Disjunctive programming and relaxations of polyhedra
    Conforti, Michele
    Del Pia, Alberto
    MATHEMATICAL PROGRAMMING, 2014, 144 (1-2) : 307 - 314
  • [23] Disjunctive programming and relaxations of polyhedra
    Michele Conforti
    Alberto Del Pia
    Mathematical Programming, 2014, 144 : 307 - 314
  • [24] A cutting plane algorithm for the General Routing Problem
    Corberán, A
    Letchford, AN
    Sanchis, JM
    MATHEMATICAL PROGRAMMING, 2001, 90 (02) : 291 - 316
  • [25] Cutting plane tabu search algorithms for low rank concave quadratic programming problems
    Konno, H
    Gao, CG
    Saitoh, I
    JOURNAL OF GLOBAL OPTIMIZATION, 1998, 13 (03) : 225 - 240
  • [26] A cutting-plane algorithm for solving a weighted influence interdiction problem
    Hemmati, Mehdi
    Smith, J. Cole
    Thai, My T.
    COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2014, 57 (01) : 71 - 104
  • [27] Cutting Plane/Tabu Search Algorithms for Low Rank Concave Quadratic Programming Problems
    Hiroshi Konno
    Chenggang Gao
    Ichiroh Saitoh
    Journal of Global Optimization, 1998, 13 : 225 - 240
  • [28] An accelerated extended cutting plane approach with piecewise linear approximations for signomial geometric programming
    Zhan, Yiduo
    Zheng, Qipeng P.
    Tseng, Chung-Li
    Pasiliao, Eduardo L.
    JOURNAL OF GLOBAL OPTIMIZATION, 2018, 70 (03) : 579 - 599
  • [29] Modern Modeling Paradigms Using Generalized Disjunctive Programming
    Chen, Qi
    Grossmann, Ignacio
    PROCESSES, 2019, 7 (11)
  • [30] Generalized Disjunctive Programming for Synthesis of Rice Drying Processes
    Younes, Abdunnaser
    Wongrat, Wongphaka
    Elkamel, Ali
    Douglas, Peter L.
    Lohi, Ali
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2010, 49 (05) : 2312 - 2325