• 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