南京理工大学学报(自然科学版)2012,Vol.36Issue(2):320-327,8.
基于带宽受限模糊权重的蚁群优化算法及其应用
Ant Colony Optimization Algorithm Based on Limited Bandwidths Fuzzy Weight Value and Its Application
摘要
Abstract
In view oi the problem that the traffic-controlled optimal path calculation has no optimal path but complex calculation, a fuzzy ant colony optimization routing algorithm is used to solve the dynamical traffic distribution when the bandwidth is constrained in the random network topology. The path weight value distributed by the fuzzy control of the network traffic is combined with the pheromone. The optimal routings is dynamically selected among the multiple path according to the globl ant colony searching and the pheromone control. The simulation results show that the given algorithm is effective and can improve the exploring convergence speed of the traditional routing algorithm in the network traffic.关键词
路径权重/流量分配/动态路径/带宽受限Key words
path weight value/traffic distribution/dynamical routing/bandwidth constraint分类
信息技术与安全科学引用本文复制引用
金劲,洪毅,赵付青,余冬梅..基于带宽受限模糊权重的蚁群优化算法及其应用[J].南京理工大学学报(自然科学版),2012,36(2):320-327,8.基金项目
国家自然科学基金(61064011) (61064011)