Title :
A fuzzy approach to modeling the knowledge of decision-makers
Author :
Danak, Amir ; Rastegar, Farzad ; Kian, Ashkan Rahimi
Author_Institution :
Dept. of Electr. & Comput. Eng., Tehran Univ.
Abstract :
A game is a decision making situation in which each player attempts to act in such a way that the game\´s circumstances get close to what desirable for him. To reach this goal, a player needs to have a suitable estimation of the other players\´ decisions. In this paper, we propose a fuzzy approach by which a player can attain an estimation of the other players\´ actions and pursue a strategy which maximizes its performance. Finally, the results of applying the proposed approach to the well-known "prisoner\´s dilemma" problem are brought to show the effectiveness of the method
Keywords :
decision making; decision theory; fuzzy reasoning; game theory; knowledge representation; fuzzy knowledge modeling; game decision making; player action estimation; prisoner dilemma problem; Application software; Books; Decision making; Fuzzy sets; Game theory; History; Intelligent control; Operations research; Process control; Uncertainty;
Conference_Titel :
Tools with Artificial Intelligence, 2005. ICTAI 05. 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2488-5
DOI :
10.1109/ICTAI.2005.9