Title :
The α-core of fuzzy linear production games
Author :
Nishizaki, Ichiro ; Sakawa, Masatoshi
Author_Institution :
Dept. of Ind. & Syst. Eng., Hiroshima Univ., Japan
Abstract :
In this paper we consider a production model in which multiple decision-makers pool resources to produce finished goods. Such a production model, which is assumed to be linear, can be formulated as a mathematical programming problems with fuzzy parameters from the viewpoint of experts´ imprecise or fuzzy understanding of the nature of parameters in a problem-formulation process. It is shown that a cooperative game with values of coalitions represented by fuzzy numbers arises from the linear production programming problem with fuzzy parameters, and such a game is referred to as a fuzzy linear production programming game. The values of coalitions of the game can be obtained by employing a parametric approach to solving the linear production programming problem with fuzzy parameters. It is proven that the α-core of the game is not empty, and an interval in the α-core is computed by using the ideas of sensitivity analysis and the duality theory of linear programming problems
Keywords :
decision theory; duality (mathematics); fuzzy set theory; game theory; linear programming; production control; sensitivity analysis; α-core; coalition values; cooperative game; duality theory; fuzzy linear production games; fuzzy linear production programming game; fuzzy parameters; linear production programming problem; mathematical programming; multiple decision-makers; problem-formulation process; production model; sensitivity analysis; Decision making; Fuzzy sets; Fuzzy systems; Game theory; Linear programming; Mathematical programming; Production systems; Sensitivity analysis; Systems engineering and theory; Toy industry;
Conference_Titel :
Knowledge-Based Intelligent Electronic Systems, 1998. Proceedings KES '98. 1998 Second International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-4316-6
DOI :
10.1109/KES.1998.725856