Research on Microcomputer Telecontrol Network Optimization Based on Genetic Particle Swarm Algorithm
Author(s): CHEN Le-rui, PAN Qiu-ping, LI Tian-tian
Pages: 13-17
Year: 2016 Issue: 8
Journal: Techniques of Automation and Applications
Keyword: genetic particle swarm; routing optimization;
Abstract: 针对QoS多目标优化问题,提出一种新的混合算法,即将遗传算法和粒子群算法结合在一起,并将其应用于解决电气化铁道技术中微机远程监控系统中通讯拥塞问题,该算法在路由器数学模型的基础上满足带宽、延迟、花费等要求,以资源消耗和负载均衡分布为目标,使得资源消耗最小同时负载均衡分布,从而降低网路拥塞的发生.仿真证明该算法具有一定的优越性.
Pages: 13-17
Year: 2016 Issue: 8
Journal: Techniques of Automation and Applications
Keyword: genetic particle swarm; routing optimization;
Abstract: 针对QoS多目标优化问题,提出一种新的混合算法,即将遗传算法和粒子群算法结合在一起,并将其应用于解决电气化铁道技术中微机远程监控系统中通讯拥塞问题,该算法在路由器数学模型的基础上满足带宽、延迟、花费等要求,以资源消耗和负载均衡分布为目标,使得资源消耗最小同时负载均衡分布,从而降低网路拥塞的发生.仿真证明该算法具有一定的优越性.
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