PN equilibrium strategy for matrix games with fuzzy payoffs

被引:15
|
作者
Xu, Chao [1 ]
Meng, Fanyong [1 ,2 ]
Zhang, Qiang [3 ]
机构
[1] Nanjing Audit Univ, Sch Int Audit, Nanjing, Jiangsu, Peoples R China
[2] Cent South Univ, Sch Business, Changsha, Hunan, Peoples R China
[3] Beijing Inst Technol, Sch Management & Econ, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Matrix game; equilibrium strategy; possibility measure; necessity measure; trapezoidal fuzzy number; BIMATRIX GAMES; EXPECTED VALUE; GOALS;
D O I
10.3233/JIFS-16229
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Considering the fact that the players may have different risk attitudes for the approximate values of strategies, this paper uses the possibility and necessity measures to denote the risk attitudes of the players, which are useful tools to address this issue. To do this, the concepts of possibility and necessity expectations of fuzzy variables are introduced, and several desirable properties are studied. Then, two vectors to denote the players' risk attitudes for their strategies are presented. Furthermore, the concept of possibility and necessity (PN) equilibrium strategy is defined, and the associated models are constructed, by which the optimal possibility and necessity equilibrium strategy is obtained. Meanwhile, a special case is briefly considered. Finally, a numerical example is offered to show the equilibrium strategy of the players.
引用
收藏
页码:2195 / 2206
页数:12
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