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基于带宽受限模糊权重的蚁群优化算法及其应用

金劲 洪毅 赵付青 余冬梅

南京理工大学学报(自然科学版)2012,Vol.36Issue(2):320-327,8.
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

金劲 1洪毅 2赵付青 1余冬梅1

作者信息

  • 1. 兰州理工大学电气工程与信息工程学院,甘肃兰州730030
  • 2. 兰州交通大学电子与信息工程学院,甘肃兰州730070
  • 折叠

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)

南京理工大学学报(自然科学版)

OA北大核心CSCDCSTPCD

1005-9830

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