Dynamic resource allocation in fuzzy coalitions: a game theoretic model

被引:11
作者
Borkotokey, Surajit [1 ]
Neog, Rupok [1 ]
机构
[1] Dibrugarh Univ, Dept Math, Dibrugarh 786004, Assam, India
关键词
Fuzzy coalitions; Rational player; Exact resource allocation; Cooperative game;
D O I
10.1007/s10700-013-9172-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We introduce an efficient and dynamic resource allocation mechanism within the framework of a cooperative game with fuzzy coalitions (cooperative fuzzy game). A fuzzy coalition in a resource allocation problem can be so defined that membership grades of the players in it are proportional to the fractions of their total resources. We call any distribution of the resources possessed by the players, among a prescribed number of coalitions, a fuzzy coalition structure and every membership grade (equivalently fraction of the total resources), a resource investment. It is shown that this resource investment is influenced by the satisfaction of the players in regard to better performance under a cooperative setup. Our model is based on the real life situations, where possibly one or more players compromise on their resource investments in order to help forming coalitions.
引用
收藏
页码:211 / 230
页数:20
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