Title :
Interactive decision making for fuzzy multiobjective 0-1 programs through genetic algorithms with double strings
Author :
Shibano, Toshihiro ; Sakawa, Masatoshi
Author_Institution :
Div. of Syst. Products, Shinryo Corp., Yokohama, Japan
Abstract :
Multiobjective 0-1 programming problems involving fuzzy numbers are formulated for reflecting the experts´ vague or fuzzy understanding of the nature of the parameters in the problem-formulation process. Using the level sets of fuzzy numbers, the corresponding nonfuzzy programming problems together with an extended Pareto optimality concept are introduced. For deriving a satisficing solution for the decision-maker from an extended Pareto optimal solution set, an interactive decision-making method is presented along with an illustrative numerical example
Keywords :
decision theory; fuzzy set theory; genetic algorithms; mathematical programming; double strings; extended Pareto optimal solution set; fuzzy multiobjective 0-1 programs; fuzzy numbers; genetic algorithms; interactive decision-making; level sets; multiobjective 0-1 programming; nonfuzzy programming problems; Decision making; Delta modulation; Functional programming; Fuzzy sets; Fuzzy systems; Genetic algorithms; Genetic engineering; Level set; Tin;
Conference_Titel :
Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7803-3796-4
DOI :
10.1109/FUZZY.1997.619786