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个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职:Director of Academic Committee at Kaifa District
其他任职:开发区校区学术分委员会主任(Director of Academic Committee at Kaifa Campus)
性别:男
毕业院校:多伦多大学
学位:博士
所在单位:软件学院、国际信息与软件学院
学科:软件工程. 运筹学与控制论
办公地点:开发区(Kaifa District Campus)
联系方式:mingchul@dlut.edu.cn
电子邮箱:mingchul@dlut.edu.cn
Evolution of co-operation among mobile agents with different influence
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论文类型:期刊论文
发表时间:2013-10-01
发表刊物:PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
收录刊物:SCIE、EI、Scopus
卷号:392
期号:19
页面范围:4655-4662
ISSN号:0378-4371
关键字:Evolutionary games; Influence weighting; Mobile agents; Prisoner's dilemma game; Co-operation
摘要:Co-operation is a key factor in understanding the evolution of our society. Inspired by this issue, the individual mobility in game theory has been proved to be a very useful scenario. However, it is not realistic, as described in previous studies, that each agent has the same influence on its neighbour's movement trait. In this work, we mainly focus on the weighted influence on the mobility of agents in the prisoner's dilemma game. Here the weight is proportional to its degree with power exponent of lambda, where lambda is the adjustable parameter to control the level of heterogeneity among individuals in the network. Through numerous simulations we find that co-operation level is promoted when the heterogeneous influence factor is considered. In particular, there is an intermediate value lambda(opt) approximate to 10 to guarantee the optimal evolution of co-operation. Moreover, we also prove that the effect of influence weight on the enhancement of co-operation is only valid when the agent's interaction radius is within a threshold value. We thus present a viable method of understanding the ubiquitous co-operative behaviour in nature and hope that it will inspire further studies to resolve social dilemmas. (C) 2013 Elsevier B.V. All rights reserved.