Routing Algorithm Based on Swarm Intelligence

被引：0
|
作者：
Lv, Yong [1 ]
Zhu, Yaodong [1 ]
机构：
[1] Jiaxing Univ, Elect Informat Engn, Jiaxing, Zhejiang, Peoples R China
来源：
PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012) | 2012年
关键词：
Communication networks; Swarm intelligence; Adaptive routing; NETWORKS;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Swarm intelligence inspired by the social behavior of ants boasts a number of attractive features, including adaptation, robustness, decentralized and self-organizing nature, which are well suited for routing in modern communication networks. This paper describes a new adaptive dynamic routing algorithm for packet-switched communications networks based on simple biological "ants" that explore the network and learn good routes, using a novel variation of reinforcement learning. Simulation results confirm that the algorithm is shown to significantly improve the network's relaxation and its response to perturbations.
引用
收藏
页码：47 / 50
页数：4
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