Chance constrained programming with fuzzy parameters

被引：606
|
作者：
Liu, BD
Iwamura, K [1 ]
机构：
[1] Josai Univ, Dept Math, Sakado, Saitama 35002, Japan
[2] Tsing Hua Univ, Dept Appl Math, Beijing 100084, Peoples R China
来源：
FUZZY SETS AND SYSTEMS | 1998年 / 94卷 / 02期
关键词：
fuzzy programming; fuzzy number; fuzzy simulation; genetic algorithm;
D O I：
10.1016/S0165-0114(96)00236-9
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This paper extends chance constrained programming from stochastic to fuzzy environments. Analogous to stochastic programming, some crisp equivalents of chance constraints in fuzzy environments are presented. We also propose a technique of fuzzy simulation for the chance constraints which are usually hard to be converted to their crisp equivalents. Finally, a fuzzy simulation based genetic algorithm is designed for solving this kind of problems and some numerical examples are discussed. (C) 1998 Published by Elsevier Science B.V.
引用
收藏
页码：227 / 237
页数：11
相关论文
共 50 条
  • [11] A note on chance constrained programming with fuzzy coefficients
    Liu, BD
    Iwamura, K
    [J]. FUZZY SETS AND SYSTEMS, 1998, 100 (1-3) : 229 - 233
  • [12] Chance constrained programming with fuzzy inequality constraints
    S. Nanda
    G. Panda
    J. K. Dash
    [J]. OPSEARCH, 2008, 45 (1) : 34 - 48
  • [13] JOINT CHANCE CONSTRAINED PROGRAMMING WITH DEPENDENT PARAMETERS
    Hafez, Nada
    El-Dash, Afaf
    Albehery, Nagwa
    [J]. ADVANCES AND APPLICATIONS IN STATISTICS, 2018, 53 (01) : 1 - 12
  • [14] Redefining chance-constrained programming in fuzzy environment
    Chakraborty, D
    [J]. FUZZY SETS AND SYSTEMS, 2002, 125 (03) : 327 - 333
  • [15] Chance-constrained programming with fuzzy stochastic coefficients
    Farid Aiche
    Moncef Abbas
    Didier Dubois
    [J]. Fuzzy Optimization and Decision Making, 2013, 12 : 125 - 152
  • [16] Chance-constrained programming with fuzzy stochastic coefficients
    Aiche, Farid
    Abbas, Moncef
    Dubois, Didier
    [J]. FUZZY OPTIMIZATION AND DECISION MAKING, 2013, 12 (02) : 125 - 152
  • [17] An algorithm for fuzzy random chance-constrained programming
    Wang, H
    Zhao, RQ
    Ning, YF
    [J]. PROCEEDINGS OF THE FIFTH IASTED INTERNATIONAL CONFERENCE ON MODELLING, SIMULATION, AND OPTIMIZATION, 2005, : 151 - 154
  • [18] Fuzzy support vector classification based on fuzzy chance constrained programming
    Yang, Zhimin
    Liu, Guangli
    [J]. 2006 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, PTS 1 AND 2, PROCEEDINGS, 2006, : 180 - 182
  • [19] An Efficient Neurodynamic Approach to Fuzzy Chance-constrained Programming
    Ma, Litao
    Chen, Jiqiang
    Qin, Sitian
    Zhang, Lina
    Zhang, Feng
    [J]. INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2021, 30 (01)
  • [20] A new solution method for fuzzy chance constrained programming problem
    Nanda S.
    Panda G.
    Dash J.K.
    [J]. Fuzzy Optimization and Decision Making, 2006, 5 (4) : 355 - 370
12345