{"title":"PSO based QoS Multicast Routing Scheme under inaccurate network information","authors":"Junwei Wang, Zhaoxia Wu","doi":"10.1109/ICICISYS.2010.5658398","DOIUrl":null,"url":null,"abstract":"Taking the characteristics of multi-constrained QoS (Quality of Service) routing in network into account, a novel QoS multicast routing algorithm based on PSO (Particle Swarm Optimization) is presented. In this paper, the corresponding mathematical model of multicast is introduced. By modifying PSO, the proposed algorithm, both solving the problem's NP-completeness and adapting to the network inaccurate status description, can find the QoS-satisfied multicast tree. Simulated implementations and performance evaluations have been done over some actual and virtual network topologies, showing that the proposed algorithm is both feasible and effective.","PeriodicalId":339711,"journal":{"name":"2010 IEEE International Conference on Intelligent Computing and Intelligent Systems","volume":"177 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE International Conference on Intelligent Computing and Intelligent Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICICISYS.2010.5658398","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Taking the characteristics of multi-constrained QoS (Quality of Service) routing in network into account, a novel QoS multicast routing algorithm based on PSO (Particle Swarm Optimization) is presented. In this paper, the corresponding mathematical model of multicast is introduced. By modifying PSO, the proposed algorithm, both solving the problem's NP-completeness and adapting to the network inaccurate status description, can find the QoS-satisfied multicast tree. Simulated implementations and performance evaluations have been done over some actual and virtual network topologies, showing that the proposed algorithm is both feasible and effective.
针对网络中多约束QoS (Quality of Service)路由的特点,提出了一种基于粒子群算法的QoS组播路由算法。本文介绍了相应的组播数学模型。该算法通过对粒子群算法的改进,既解决了np完备性问题,又适应了网络状态描述不准确的情况,能够找到满足qos的组播树。在一些实际和虚拟网络拓扑上进行了仿真实现和性能评估,结果表明该算法是可行和有效的。