Decision Making in Multi-agent Systems Based on the Evolutionary Game with Switching Probabilities

作者: Zimin Xu , Jianlei Zhang , Qiaoyu Li , Zengqiang Chen

DOI: 10.1007/978-981-10-6496-8_12

关键词: Ideal (set theory)Evolutionary dynamicsMulti-agent systemMathematical optimizationInfluence diagramDecision-makingStochastic matrixDecision ruleComputer scienceEvolutionary game theory

摘要: Much attention has been paid on exploring the solutions for cooperative dilemma in multi-agent systems. Thereinto, evolutionary game theory which describes is seen as an effective approach. Notably, many of previous works are based ideal hypothesis that individuals can feasibly obtain their neighbours’ payoffs to update strategies. Considering difficulty getting exact information about payoffs, we propose switching probabilities between strategies do not require payoffs. Here dynamics driven by a three-strategy model established. Results show steady state gaming system closely related with probability matrix. These findings give novel account decision making process systems, when strategy updating rule weakening assumption

参考文章(32)
John Maynard Smith, None, Evolution and the Theory of Games Cambridge University Press. ,(1982) , 10.1017/CBO9780511806292
John Maynard Smith, Evolution and the Theory of Games ,(1982)
Julia Poncela, Jesús Gómez-Gardeñes, Yamir Moreno, Cooperation in scale-free networks with limited associative capacities. Physical Review E. ,vol. 83, pp. 057101- ,(2011) , 10.1103/PHYSREVE.83.057101
Christoph Hauert, György Szabó, Game theory and physics American Journal of Physics. ,vol. 73, pp. 405- 414 ,(2005) , 10.1119/1.1848514
A. Traulsen, M. A. Nowak, Evolution of cooperation by multilevel selection Proceedings of the National Academy of Sciences of the United States of America. ,vol. 103, pp. 10952- 10955 ,(2006) , 10.1073/PNAS.0602530103
Immanuel M. Bomze, Lotka-Volterra equation and replicator dynamics: new issues in classification Biological Cybernetics. ,vol. 72, pp. 447- 453 ,(1995) , 10.1007/BF00201420
Arne Traulsen, Jens Christian Claussen, Christoph Hauert, Coevolutionary Dynamics: From Finite to Infinite Populations Physical Review Letters. ,vol. 95, pp. 238701- ,(2005) , 10.1103/PHYSREVLETT.95.238701
Jianlei Zhang, Chunyan Zhang, Tianguang Chu, The evolution of cooperation in spatial groups Chaos, Solitons & Fractals. ,vol. 44, pp. 131- 136 ,(2011) , 10.1016/J.CHAOS.2011.01.002