Analysis of network trust dynamics based on the evolutionary game

Authors

1 School of Management Science and Engineering, Shandong Normal University, Ji'nan 250014, China.

2 School of Management Science and Engineering, Shandong Normal University, Ji'nan 250014, China

3 Faculty of Computer Sciences, Blekinge Institute of Technology, 371 41, Karlskrona, Sweden

4 Department of Computer Science, University of California Davis, One Shields Ave., Davis, CA, 95616, USA

Abstract

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 e ective 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 e ective in promoting the stability and evolution of networks.

Keywords

Scientia Iranica
Volume 22, Issue 6 - Serial Number 6
Transactions on Industrial Engineering (E)
December 2015
Pages 2548-2557

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History

  • Receive Date: 04 January 2016
  • Revise Date:
  • Accept Date: 27 July 2017

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