基于改进蚁群算法的WDM网络经济性规划方法
ost-Effective WDM Network Planning Based on Improved Ant Colony Algorithm
对WDM网络经济性规划方法进行了深入研究,建立了网络成本计算模型,并给出了基于成本的蚁群算法在网络规划中的应用方法,提出了一种基于成本的改进蚁群规划算法。算法以最小化网络建设成本为目标,通过对信息素增量计算和更新方法的改进,增强了蚁群算法的全局搜索能力,提高了解搜索效率。仿真结果表明,在相同的业务增长率下,相比传统最短路算法,所提算法可以有效降低网络成本增长速度,减少网络建设成本。
o research and solve the economic planning problem of WDM networks, a novel cost-effective network planning method based upon the improved ant colony algorithms was proposed. The method aimed to minimize the construction cost of the network, improved the traditional pheromone increasing and update mechanism to enhance the global search ability and the search efficiency. Simulation results show that the network designed by this novel method has a lower networks construction cost than that by the traditional Shortest Path planning method under the same traffic load.
张永军、吕琳、顾畹仪、张杰、罗沛、黄善国
通信
通信与信息系统,WDM网络规划多目标优化蚁群算法
elecommunication and Information SystemWDMnetwork planningmulti-object optimizeant colony algorithm
张永军,吕琳,顾畹仪,张杰,罗沛,黄善国.基于改进蚁群算法的WDM网络经济性规划方法[EB/OL].(2010-12-10)[2025-05-01].http://www.paper.edu.cn/releasepaper/content/201012-355.点此复制
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