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Analysis of network trust dynamics based on the evolutionary game
Shandong Normal Univ, Sch Management Sci & Engn, Jinan 250014, Peoples R China..
Shandong Normal Univ, Sch Management Sci & Engn, Jinan 250014, Peoples R China..
Blekinge Institute of Technology, Faculty of Computing, Department of Computer Science and Engineering.
Univ Calif Davis, Dept Comp Sci, Davis, CA 95616 USA..
2015 (English)In: SCIENTIA IRANICA, ISSN 1026-3098, Vol. 22, no 6, 2548-2557 p.Article in journal (Refereed) PublishedText
Abstract [en]

Trust, as a multi-disciplinary research domain, is of high importance in the area of network security and it has increasingly become an important mechanism to solve the issues of distributed network security. Trust is also an effective mechanism to simplify complex society, and is the source to promote personal or social cooperation. From the perspective of network ecological evolution, we propose the model of the P2P Social Ecological Network. Based on game theory, we also put forward network trust dynamics and network eco-evolution by analysis of network trust and the development of the dynamics model. In this article, we further analyze the dynamic equation, and the evolutionary trend of the trust relationship between nodes using the replicator dynamics principle. Finally, we reveal the law of trust evolution dynamics, and the simulation results clearly describe that the dynamics of trust can be effective in promoting the stability and evolution of networks. (C) 2015 Sharif University of Technology. All rights reserved.

Place, publisher, year, edition, pages
Elsevier, 2015. Vol. 22, no 6, 2548-2557 p.
Keyword [en]
Trust, Trust dynamics, Game theory, Evolutionary game
National Category
Computer and Information Science
Identifiers
URN: urn:nbn:se:bth-11669ISI: 000369583600002OAI: oai:DiVA.org:bth-11669DiVA: diva2:908291
Available from: 2016-03-02 Created: 2016-02-29 Last updated: 2016-03-03Bibliographically approved

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