Generalized Shapley function for cooperative games with fuzzy payoffs

被引:7
|
作者
Zou, Zhengxing [1 ]
Zhang, Qiang [1 ]
机构
[1] Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
基金
中国国家自然科学基金;
关键词
Cooperative game; Shapley value; generalized Hukuhara difference; fuzzy payoffs; INTERVAL;
D O I
10.3233/JIFS-161890
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Based on the extended generalized Hukuhara difference, we introduce and study a new Shapley type of value for cooperative games with fuzzy payoffs. We first propose and characterize a new interval Shapley value for interval-valued cooperative games. Those results are then extended to cooperative games with fuzzy payoffs, and the generalized Shapley function is introduced. We characterize the generalized Shapley function using the properties of generalized efficiency, generalized dummy player, generalized symmetry, and generalized additivity. At the same time, the necessary and sufficient condition for the existence of the generalized Shapley function is given. This study also shows that the generalized Shapley function is a generalization of the Hukuhara-Shapley function defined by Yu and Zhang [22]. Meanwhile, an arbitrary cooperative game with payoffs of center triangular fuzzy numbers has a unique generalized Shapley function.
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页码:3295 / 3308
页数:14
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