首页> 中文期刊> 《北京工业大学学报》 >信任对服务网络性能的影响

信任对服务网络性能的影响

         

摘要

为了利用信任增强服务网络中的个体合作,量化分析信任对网络性能和网络结构演化的影响,在现有服务网络模型基础上,为网络agent设计了2种伙伴选择策略--基于信任的策略和随机策略,进而比较不同策略引起的不同网络性能和网络结构.仿真实验结果表明,信任能有效地提高交互成功概率,从而提高网络服务完成概率.同时,信任关系能加速网络结构的演化,使其达到稳定.%This paper attempts to quantify the effects of trust on the network performance and structural evolution of a service network to further apply trust to cooperation among individuals. Based on an existing service network model, two different strategies for partner selection, i. e. , trust-based and random are devised, and their effects are observed. Experimental results show that the network with the trust-based strategy can accomplish various services with a higher probability, compared with the network with random strategy. Moreover, the trust-based partner selection can make the network quickly converge to an equilibrium state, i. e. , the values of its structural characteristics remain stable.

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