P2P网络资源共享机制的演化博弈模型

Qiang Zhang, Hui-Feng Xue, Xiao-dong Kou
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引用次数: 23

摘要

针对P2P网络资源共享研究中方法论的微观和静态方面的局限性,基于P2P网络的自组织、动态性和可扩展性等特点,运用演化博弈论,提出了P2P网络节点间资源共享机制的演化博弈模型,分析了机制的动态演化过程。分析结果表明,网络的演化方向不仅与参与者的收益矩阵有关,还与网络的初始状态有关。进一步研究了影响网络演化的关键因素,即合作利润、初始合作成本、同伴间资源差异和相对折扣因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Evolutionary Game Model of Resources-sharing Mechanism in P2P Networks
Aiming at the micro and static aspects of methodology limitations in Peer-to-Peer (P2P) network resources-sharing research and based on features like self-organization, dynamic and expandability of P2P network, this paper advances an evolutionary game model for resources-sharing mechanism in P2P network peers by employing evolutionary game theory, which can analyze the dynamic evolutionary process of the mechanism. The analysis results show that the network's evolutionary direction is related to the players' payoff matrix as well as to the network's initial state. Moreover, the key factors affecting the network's evolution, i.e., cooperation profit, initial cooperation cost, resources differences among peers and the relative discount factors, are further studied respectively.
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