Two-stage fuzzy optimization of an MPMP production planning model

被引：0
作者：
Yuan, Guo-Qiang [1 ]
Liu, Yan-Kui [1 ]
机构：
[1] Hebei Univ, Coll Math & Comp Sci, Baoding 071002, Hebei, Peoples R China
来源：
PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2006年
基金：
中国国家自然科学基金;
关键词：
production planning; credibility theory; two-stage fuzzy optimization; genetic algorithm;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Based on credibility theory and two-stage fuzzy optimization method, this paper presents a class of multi-product multi-period (MPMP) production planning problem. Some basic properties about the two-stage production-planning model are discussed. In addition, a heuristic algorithm, which combines fuzzy simulations and genetic algorithm (GA), is designed to solve the production planning problem, and a numerical example about the three-product three-period production planning problem is given to show the feasibility of the algorithm.
引用
收藏
页码：1685 / +
页数：3
相关论文
共 18 条
  • [1] [Anonymous], 1988, POSSIBILITY THEORY A
  • [2] Bakir MA, 1998, INT J PROD ECON, V55, P87, DOI 10.1016/S0925-5273(98)00060-7
  • [3] BEALE EML, 1980, STOCHASTIC PROGRAMMI
  • [4] GEN M, 1997, GENETIC ALGORITHMS E
  • [5] HODGES SD, 1970, MANAGE SCI B-APPL, V17, pB107
  • [6] Possibilistic programming in production planning of assemble-to-order environments
    Hsu, HM
    Wang, WP
    [J]. FUZZY SETS AND SYSTEMS, 2001, 119 (01) : 59 - 70
  • [7] On fuzzy-set interpretation of possibility theory
    Klir, GJ
    [J]. FUZZY SETS AND SYSTEMS, 1999, 108 (03) : 263 - 273
  • [8] Liu B., 2002, Theory and Practice of Uncertain Programming
  • [9] LIU B, IN PRESS FUZZY OPTIM
  • [10] Liu B., 2004, Uncertainty Theory
12