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Modeling and simulating the dynamics of service agent networks

机译:对服务代理网络的动力学进行建模和仿真

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The dynamic interactions within a social network can be modeled with respect to service transactions. In this paper, we develop a framework for modeling a service agent network in an attempt to study the emergent dynamic behavior (e.g., performance and formation) of the network. In the framework, a service transaction process is introduced that is composed of such steps as service matching, service evaluation, service propagation, and agent profile evolution. Through the transaction process model, the dynamic performance and formation of the agent network can readily be simulated. Our simulation results show that a network of service agents that select their cooperative partners based on high cumulative profits can yield high service throughputs.
机译:可以针对服务交易对社交网络内的动态交互进行建模。在本文中,我们开发了一个用于对服务代理网络进行建模的框架,以尝试研究网络的紧急动态行为(例如性能和形成)。在该框架中,引入了一个服务交易过程,该过程由诸如服务匹配,服务评估,服务传播和代理配置文件演化之类的步骤组成。通过交易过程模型,可以轻松地模拟代理网络的动态性能和形成。我们的模拟结果表明,基于高累积利润选择服务合作伙伴的服务代理商网络可以产生高服务吞吐量。

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