计算机科学 ›› 2011, Vol. 38 ›› Issue (1): 54-56.

• 计算机网络与信息安全 • 上一篇    下一篇

对等网中基于种群进化的信誉模型

鲍翊平,姚莉,张维明,唐九阳   

  1. (国防科学技术大学信息系统与管理学院 长沙410073);(国防科学技术大学C4ISR技术国防科技重点实验室 长沙410073)
  • 出版日期:2018-11-16 发布日期:2018-11-16
  • 基金资助:
    本文受国家自然科学基金(70971134,90716015)资助。

Swarm-Evolution-based Reputation Model for Peer-to-Peer Networks

BAO Yi-ping,YAO Li,ZHANG Wei-ming,TANG Jiu-yang   

  • Online:2018-11-16 Published:2018-11-16

摘要: 信誉系统是应对对等网信任危机的关键途径。提出了一种新的基于种群进化的信誉模型。该模型将对等网视为社会生态系统,将节点的信誉评佑过程模型化为一种进化过程,通过引入交又和变异,节点能快速有效地评估潜在交易对象的信任度,从而最终提高其网络适应能力。通过仿真对模型进行了验证。

关键词: 对等网,信誉模型,种群,进化

Abstract: Reputation system is the key approach to fight against the trust crisis of Peer-to-Peer networks. A novel reputation model based on swarm evolution was proposed in this article. In the model, the Peer-to-Peer network is viewed as social ecosystem, the process of reputation evaluation is modeled as an evolutionary process for peers. By using the strategy of crossover and sclection,the peers can rapidly and efficiently evaluate the trust value of potential partners,and finally improve the ability of their fitness. In order for verifying its performance, a simulation experiment for this model was also provided.

Key words: Peer-to-Peer networks, Reputation model, Swarm, Evolution

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