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基于遗传算法的多约束QoS多播路由优化算法
引用本文:孙宝林,李腊元.基于遗传算法的多约束QoS多播路由优化算法[J].小型微型计算机系统,2005,26(8):1313-1317.
作者姓名:孙宝林  李腊元
作者单位:1. 武汉科技学院,数理系,湖北,武汉430073;武汉理工大学,计算机科学与技术学院,湖北,武汉430063
2. 武汉理工大学,计算机科学与技术学院,湖北,武汉430063
基金项目:国家自然科学基金项目(60172035,90304018)资助;湖北省自然科学基金项目(2004ABA014)资助;湖北省教育厅科研项目(20040231)资助.
摘    要:随着大量新型的多媒体在高性能网络、移动网络及Internet中的应用,满足QoS约束的多播路由问题成为越来越重要,它吸引了许多爱好者.本文讨论了多约束QoS多播路由问题,主要包含延迟、延迟抖动、带宽和分组丢失率等QoS约束,文中描述了一种在动态网络环境及不确定参数下适应于研究QoS多播路由的网络模型.提出了一种在网络规模、可行性方面为Imernet、移动网络和高性能网络下基于遗传算法的多约束QoS多播路由优化算法(MQMRGA).仿真结果表明该算法收敛速度快、可靠性高.MQMRGA为QoS多播路由提供了一种新的有效途径.

关 键 词:QoS  多播路由  遗传算法  网络及不确定参数
文章编号:1000-1220(2005)08-1313-05
收稿时间:2004-02-12
修稿时间:2004-02-12

Multi-Constraint QoS Multicasting Routing Optimization Algorithm Based on GA
SUN Bao-lin,LI La-yuan.Multi-Constraint QoS Multicasting Routing Optimization Algorithm Based on GA[J].Mini-micro Systems,2005,26(8):1313-1317.
Authors:SUN Bao-lin  LI La-yuan
Abstract:Due to the advent of many new multimedia applications in high-performance networks, mobile networks and Internet, the issue of QoS multicast routing has become more and more important. It attracts the interests of many people. This paper discusses the multiple constrained QoS multicast routing problem, which may deal with the delay, delay jitter, bandwidth and packet loss metrics, and describes a network model for researching the routing problem. The paper mainly presents multiple constrained QoS Multicasting Routing optimization algorithm based on GA (MQMRGA), a QoS multicast routing policy for Internet, mobile network or other high-performance networks, that is based on the genetic algorithm, and can provide QoS-sensitive paths in a scalable and flexible way, in the dynamic networks environment with uncertain parameters. The simulation results show that this approach has fast convergence speed and high reliability. MQMRGA is an available approach to QoS multicast routing decision.
Keywords:multicast routing  genetic algorithm  network with uncertain parameters
本文献已被 CNKI 维普 万方数据 等数据库收录!
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