DocumentCode
1319810
Title
Chinese Restaurant Game
Author
Wang, Chih-Yu ; Chen, Yuanfeng ; Liu, K. J. Ray
Author_Institution
Department of Electrical and Computer Engineering, University of Maryland, MD, USA
Volume
19
Issue
12
fYear
2012
Firstpage
898
Lastpage
901
Abstract
In this letter, by introducing the strategic decision making into the Chinese restaurant process, we propose a new game, called Chinese Restaurant Game, as a new general framework for analyzing the individual decision problem in a network with negative network externality. Our analysis shows that a balance in utilities among the customers in the game will eventually be achieved under the strategic decision making process. The equilibrium grouping is defined to describe the predicted outcome of the proposed game, which can be found by a simple algorithm. The simulation results confirm that the rational customers in Chinese restaurant game automatically achieve a balance in loading in order to reduce the impact from the negative network externality.
Keywords
Decision making; Game theory; Loading; Machine learning; Nash equilibrium; Simulation; Chinese restaurant game; Nash equilibrium; game theory; network externality;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2012.2225425
Filename
6332480
Link To Document