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文章摘要
基于改进VECMP的电力通信网络路由优化算法研究
Research on routing optimization algorithm of power communication network based on improved VECMP
Received:June 18, 2019  Revised:July 02, 2019
DOI:10.19753/j.issn1001-1390.2021.07.019
中文关键词: 电力通讯  路由优化  可变等价多路径算法  改进遗传算法
英文关键词: Power communication  route optimization  variable eqal-cost multi-path Routing algorithm  improved genetic algorithm
基金项目:
Author NameAffiliationE-mail
Junsong Li* Power Supply Service Center of Kunming Power Supply Bureau,Kunming,Yunnan,65000 China. gytdzgyn@163.com 
Lei Wang Power Supply Service Center of Kunming Power Supply Bureau,Kunming,Yunnan,65000 China. gytdzgyn@163.com 
Jinyu Zhang Power Supply Service Center of Kunming Power Supply Bureau,Kunming,Yunnan,65000 China. gytdzgyn@163.com 
Ying Chen Power Supply Service Center of Kunming Power Supply Bureau,Kunming,Yunnan,65000 China. gytdzgyn@163.com 
Jie Yang Power Supply Service Center of Kunming Power Supply Bureau,Kunming,Yunnan,65000 China. gytdzgyn@163.com 
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中文摘要:
      在电力通信网络中,负载均衡可降低瓶颈节点的过载,提高网络资源的利用率以及系统可靠性。针对电力通信网路由算法效率较低的问题,本文在传统等价多路径 算法和遗传算法的基础上,结合可变等价多路径算法 与改进的遗传算法 用于电力网络中的路由优化。通过优化三种遗传算子,提高了 算法的效率,并通过算例与现有优化算法的比较,验证了该算法在路由优化中的优越性。结果表明,该优化算法能够快速获得网络的最优权值分配方案,降低链路的最大利用率。本研究为我国电力通信网路由优化方法的发展提供了参考和借鉴。
英文摘要:
      In power communication networks, load balancing can reduce the overload of bottleneck nodes, improve the utilization of network resources and system reliability.Aiming at the low efficiency of routing algorithm in power communication network, this paper combines variable equivalent multipath algorithm VECMP and improved genetic algorithm IGA for routing optimization in power network based on traditional ECMP algorithm and genetic algorithm.By optimizing three genetic operators, the efficiency of VECMP algorithm is improved, and the superiority of the algorithm in route optimization is verified by comparison with existing optimization algorithms. The results show that the optimization algorithm can quickly obtain the optimal weight allocation scheme of the network and reduce the maximum utilization of the link. This study provides reference and reference for the development of routing optimization methods for power communication networks in China.
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