An Interactive Fuzzy Satisficing Method for Multiobjective Stochastic Integer Programming Problems through a Probability Maximization Model_

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題名：	An Interactive Fuzzy Satisficing Method for Multiobjective Stochastic Integer Programming Problems through a Probability Maximization Model
書刊名：	Asia Pacific Management Review
作者：	Perkgoz, Cahit／Sakawa, Masatoshi／Kato, Kosuke／Katagiri, Hideki
出版日期：	2005
卷期：	10:1
頁次：	頁29-35
主題關鍵詞：	Multiobjective stochastic integer programming；Fuzzy programming；Probability maximization model；Genetic algorithms
原始連結：	連回原系統網址
相關次數：	被引用次數:期刊(1) 博士論文(0) 專書(0) 專書論文(0) 排除自我引用:1 共同引用:0 點閱:29

In this paper, we deal with multiobjective integer programming problems involving random variable coefficients in objective functions and/or constraints. After reformulation of them on the basis of a probability model for the chance constrained programming, incorporating fuzzy goals of the decision maker for the objective functions, we propose an interactive fuzzy satisficing method to derive a satisficing solution for the decision maker using genetic algorithms as a fusion of the stochastic programming and the fuzzy one.

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期刊論文
1.	Zimmermann, H. J.(1978)。Fuzzy Programming and linear programming with several objective functions。Fuzzy Sets and Systems，1(1)，45-55。
2.	Bellman, R. E.、Zadeh, L. A.(1970)。Decision-making in a fuzzy environment。Management Science，17(4)，B141-B164。
3.	坂和正敏、池亀敏則、加藤浩介(1997)。ファジィパラメータを含む角型構造の多目的0-1計画問題に対する遺伝的アルゴリズムによる対話型意思決定。日本ファジィ学会誌，9(1)，81-88。
4.	Nguyen, H. T.、Mohan, C.(2001)。An Interactive Satisficing Method for Solving Multiobjective Mixed Fuzzy-stochastic Programming Problems。Fuzzy Sets and Systems，117，61-79。
5.	Teghem, J., Jr.、Dufrane, D.、Thauvoye, M.、Kunsch, P.(1986)。Strange: An Interactive Method for Multi-objective Linear Programming under Uncertainty。European Journal of Operational Research，26(1)，65-82。
6.	坂和正敏、砂田英昭、澤田一哉、乾口雅弘(1994)。改良型遺伝的アルゴリズムによるファジィ多目的組合せ最適化。日本ファジィ学会誌，6(1)，177-186-223-224。延伸查詢
7.	Leclercq, J. P.(1982)。Stochastic Programming: An Interactive Multicriteria Approach。European Journal of Operational Research，10(1)，33-41。

會議論文
1.	Goldberg, David E.、Lingle, Robert Jr.(1985)。Alleles, Loci and the Traveling Salesman Problem。The First International Conference on Genetic Algorithms and Their Applications。Pittsburgh, PA：Lawrence Erlbaum Associates。154-159。
2.	Rosmaita, Brian、Gopal, Rajeev、Van Gucht, Dirk、Grefenstette, John J.(1985)。Genetic Algorithms for the Traveling Salesman Problem。Hillsdale, NJ。160-168。
3.	西崎一郎、吉岡正人、坂和正敏、加藤浩介(2000)。Interactive Decision Making for Fuzzy Multiobjective Linear Programming Problems Involving Random Variable Coefficients。0。392-397。延伸查詢
4.	稙田公一、加藤浩介、坂和正敏、西崎一郎(2001)。An Interactive Fuzzy Satisficing Method for Multiobjective Stochastic Linear Programs through Simple Recourse Model。0。59-64。延伸查詢
5.	加藤浩介、坂和正敏、片桐英樹(2002)。An Interactive Fuzzy Satisficing Method through a Variance Minimization Model for Multiobjective Linear Programming Problems Involving Random Variable Coefficients。0。

圖書
1.	Sakawa, M.(2002)。Genetic Algorithms and Fuzzy Multiobjective Optimization。Boston, MA：Kluwer Academic。
2.	Goldberg, D. E.(1989)。Gene Algorithm in Search, Optimization and Machine Learning。New York：Massachusetts：Addison-Wesley。
3.	Michalewicz, Z.(1996)。Genetic Algorithms + Data Structures = Evolution Programs。Springer。
4.	Sakawa, Masatoshi(1993)。Fuzzy Sets and Interactive Multiobjective Optimization。Boston, MA。
5.	Stancu-Minasian, I. M.(1990)。Overview of Different Approaches for Solving Stochastic Programming Problems with Multiple Objective Functions。Stochastic Versus Fuzzy Approaches to Multiobjective Mathematical Programming under Uncertainty。Dordrecht, Netherlands。

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