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A Novel Particle Swarm Algorithm to Optimize QoS Unicast Routing

机译:一种优化QoS单播路由的新型粒子群算法

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Unicast routing service is becoming a important requirement of computer networks supporting multimedia applications.And unicast routing problem has been demonstrated technically as a NP-complete.This paper proposes a novel QoS-based unicast routing algorithm using the Chaotic Particle Swarm Optimization algorithm (CPSO).The algorithm enhance the global searching ability when some particles have trapped in local minimums by chaotic series.The novel algorithm makes use of the ergodicity of chaotic search to improve the capability of precise search and keep the balance between the global search and the local search.The result of QoS shows that the CPSO algorithm has the advantage over the conventional algorithms in efficiency.
机译:单播路由服务已成为支持多媒体应用的计算机网络的重要需求。单播路由问题已作为NP-complete技术进行了论证。本文提出了一种基于混沌粒子群优化算法(CPSO)的基于QoS的单播路由算法。该算法增强了当某些粒子被混沌序列陷入局部极小值时的全局搜索能力。该新算法利用混沌搜索的遍历性来提高精确搜索的能力并保持全局搜索与局部搜索之间的平衡。 QoS的结果表明,CPSO算法在效率上优于常规算法。

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