An efficient ant colony algorithm for QoS anycast routing

Mengyan Xiao, Taoshen Li
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引用次数: 1

Abstract

Anycast communication is a new Internet service defined in IPv6, and it can make a host communication with the one “nearest” member in a group of servers. The anycast routing problem with multiple QoS constrained is known to be NP-complete problem and we can't get satisfying results when using the precise method in polynomial time. In this paper, a QoS anycast routing algorithm based on ant colony algorithm is proposed. In order to search a reasonable anycast routing path, a felicitous estimate method of the optimization path is designed and the load balance is considered. By adjusting the pheromone in the iteration-best path and re-initializing the algorithm, this algorithm can efficiently avoid falling into local optimal path and enlarge global searching. The experimental results show that this algorithm can effectively find the global-best solution that satisfied the QoS constraint and balance the load of networks, and has better performance and efficiency.
基于蚁群算法的QoS任意播路由
任播通信是IPv6中定义的一种新的互联网服务,它可以使主机与一组服务器中“最近”的一个成员进行通信。具有多个QoS约束的任意播路由问题是np完全问题,在多项式时间内使用精确的方法无法得到满意的结果。提出了一种基于蚁群算法的QoS任播路由算法。为了搜索合理的任播路由路径,设计了一种有效的优化路径估计方法,并考虑了负载均衡问题。该算法通过调整迭代最优路径中的信息素并对算法进行重新初始化,有效地避免了陷入局部最优路径,扩大了全局搜索范围。实验结果表明,该算法能够有效地找到满足QoS约束和平衡网络负载的全局最优解,具有较好的性能和效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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