Title :
A fuzzy linear programming approach for group decision making
Author :
Liu, Shih-Yaug ; Liu, Shu-Chu
Author_Institution :
Dept. of Ind. Manage., Kaohsiung Polytech. Inst., Taiwan, China
Abstract :
This paper presents a linear programming (LP) model that can solve the conflicts by applying fuzzy set theory. The major objective of this LP model is to maximize the concordance of each member´s subjective preference. Further, the generated constraints ensure that the satisfaction (the difference between each member´s preferred alternative and the final chosen alternative) is approximately the same for each member. If the loop situation occurs in the LP result, a fuzzy inference method is suggested to solve the dilemma. Finally, an example is provided for demonstrating the proposed LP model
Keywords :
decision theory; fuzzy set theory; inference mechanisms; linear programming; LP; fuzzy linear programming; fuzzy set theory; group decision-making; subjective preference concordance maximization; Decision making; Fuzzy set theory; Linear programming; Management information systems; Matrix converters;
Conference_Titel :
Systems, Man, and Cybernetics, 1996., IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-3280-6
DOI :
10.1109/ICSMC.1996.569782