Title :
An Evolutionary Game Model of Resources-sharing Mechanism in P2P Networks
Author :
Zhang, Qiang ; Xue, Hui-Feng ; Kou, Xiao-dong
Author_Institution :
Xi ´´an Univ. of Technol., Xi´´an
Abstract :
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.
Keywords :
evolutionary computation; game theory; peer-to-peer computing; resource allocation; P2P networks; dynamic evolutionary process; evolutionary game model; payoff matrix; peer-to-peer network; resources sharing mechanism; Automation; Biological system modeling; Costs; Game theory; Information analysis; Information science; Information technology; Learning systems; Nash equilibrium; Peer to peer computing;
Conference_Titel :
Intelligent Information Technology Application, Workshop on
Conference_Location :
Zhang Jiajie
Print_ISBN :
978-0-7695-3063-5
DOI :
10.1109/IITA.2007.29