TY - GEN
T1 - Credibility-based cooperative fuzzy game with Choquet integral form
AU - Ran, Lun
AU - Pang, Jinhui
AU - Bai, Pengfei
PY - 2009
Y1 - 2009
N2 - In this paper, we advance an argument on the fuzzy game which was introduced by Tsurumi and Tanino. Fuzzy coalition can be considered as the rates of players' participation to the coalition. We define the participation rates as fuzzy variables to denote the available vagueness information. First, a new concept of payoff function was given from the Choquet integral fuzzy measure point of view, and a new type of fuzzy game was provided to extend the fuzzy game definition. Second, when the players want to maximize the optimistic return at a predetermined confidence level, the payoff function was discussed in detail by credibility measure. Third, a credibility maximization model was developed to meet the different optimistic levels. Finally, we give a numerical example to show the rational property of obtained payoff for fuzzy coalition.
AB - In this paper, we advance an argument on the fuzzy game which was introduced by Tsurumi and Tanino. Fuzzy coalition can be considered as the rates of players' participation to the coalition. We define the participation rates as fuzzy variables to denote the available vagueness information. First, a new concept of payoff function was given from the Choquet integral fuzzy measure point of view, and a new type of fuzzy game was provided to extend the fuzzy game definition. Second, when the players want to maximize the optimistic return at a predetermined confidence level, the payoff function was discussed in detail by credibility measure. Third, a credibility maximization model was developed to meet the different optimistic levels. Finally, we give a numerical example to show the rational property of obtained payoff for fuzzy coalition.
KW - Fuzzy coalition
KW - Fuzzy programming
KW - Payoff function
KW - The Choquet integral
KW - The credibility measure
UR - http://www.scopus.com/inward/record.url?scp=77949509321&partnerID=8YFLogxK
U2 - 10.1109/ICICISYS.2009.5357608
DO - 10.1109/ICICISYS.2009.5357608
M3 - Conference contribution
AN - SCOPUS:77949509321
SN - 9781424447541
T3 - Proceedings - 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2009
SP - 537
EP - 541
BT - Proceedings - 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2009
T2 - 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2009
Y2 - 20 November 2009 through 22 November 2009
ER -