Neural net solutions to fuzzy linear programming

被引：14
|
作者：
Buckley, JJ [1 ]
Feuring, T
Hayashi, Y
机构：
[1] Univ Alabama, Dept Math, Birmingham, AL 35294 USA
[2] Univ Munster, Dept Comp Sci, D-48149 Munster, Germany
[3] Meiji Univ, Dept Comp Sci, Tama Ku, Kawasaki, Kanagawa 21471, Japan
来源：
FUZZY SETS AND SYSTEMS | 1999年 / 106卷 / 02期
关键词：
fuzzy linear programming; neural nets; evolutionary algorithms;
D O I：
10.1016/S0165-0114(97)00293-5
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
We show how a neural net, with sign restrictions on its weights, can be trained to produce approximate solutions to fuzzy linear programming problems. The neural net approximates the joint solution (Buckley, 1995) to the fuzzy linear program. (C) 1999 Elsevier Science B.V. All rights reserved.
引用
收藏
页码：99 / 111
页数：13
相关论文
共 50 条
  • [31] Interactive fuzzy programming for multilevel linear programming problems with fuzzy parameters
    Sakawa, Masatoshi
    Nishizaki, Ichiro
    Uemura, Yoshio
    Kubota, Keiichi
    Electronics and Communications in Japan, Part III: Fundamental Electronic Science (English translation of Denshi Tsushin Gakkai Ronbunshi), 2000, 83 (06): : 1 - 9
  • [32] Fuzzy Stochastic Linear Fractional Programming based on Fuzzy Mathematical Programming
    Nasseri, S. H.
    Bavandi, S.
    FUZZY INFORMATION AND ENGINEERING, 2018, 10 (03) : 324 - 338
  • [33] Interactive fuzzy programming for multilevel linear programming problems with fuzzy parameters
    Sakawa, M
    Nishizaki, I
    Uemura, Y
    Kubota, K
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, 2000, 83 (06): : 1 - 9
  • [34] Generalized fuzzy linear programming for decision making under uncertainty: Feasibility of fuzzy solutions and solving approach
    Fan, Y. R.
    Huang, G. H.
    Yang, A. L.
    INFORMATION SCIENCES, 2013, 241 : 12 - 27
  • [35] Fuzzy-efficient solutions for the multiobjective linear programming problems with mixed fuzzy-stochastic resources
    Song, YX
    Wu, XP
    Fei, J
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON INTELLIGENT MECHATRONICS AND AUTOMATION, 2004, : 852 - 855
  • [36] Interactive fuzzy programming for multilevel linear programming problems
    Sakawa, M
    Nishizaki, I
    Uemura, Y
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 1998, 36 (02) : 71 - 86
  • [37] Interactive fuzzy programming for multilevel linear programming problems
    Hiroshima Univ, Higashi-Hiroshima, Japan
    Comput Math Appl, 2 (71-86):
  • [38] THE USE OF PARAMETRIC PROGRAMMING IN FUZZY LINEAR-PROGRAMMING
    CHANAS, S
    FUZZY SETS AND SYSTEMS, 1983, 11 (03) : 243 - 251
  • [39] FUZZY MATHEMATICAL PROGRAMMING APPROACH FOR SOLVING FUZZY LINEAR FRACTIONAL PROGRAMMING PROBLEM
    Veeramani, Chinnadurai
    Sumathi, Muthukumar
    RAIRO-OPERATIONS RESEARCH, 2014, 48 (01) : 109 - 122
  • [40] Fuzzy Programming Approach for Solving Intuitionistic Fuzzy Linear Fractional Programming Problem
    Singh, Sujeet Kumar
    Yadav, Shiv Prasad
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2016, 18 (02) : 263 - 269
12345