一种新的基于蚁群控制的电信网络路由表更新和蚁群迁移方案

7th International Symposium on Parallel Architectures, Algorithms and Networks, 2004. Proceedings. Pub Date : 2004-05-10 DOI:10.1109/ISPAN.2004.1300529

Mohammad Mursalin Akon, D. Goswami, S. Jyoti

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引用次数: 5

摘要

近年来，基于群智能的电信网络路由算法得到了相当多的关注。以自然生物群体为例，群体智能展示了许多在通信系统中所需要的强大特征。为了实现通信网络路由的通用、灵活和模块化解决方案，采用了具有与现实生活蚂蚁相似的群体智能的移动代理。在本文中，我们提出了比以前文献中发现的更先进的移动代理。我们提出了一种新的类蚂蚁移动代理迁移方案和一种新的路由表管理方案。仿真结果表明，我们提出的方案最终可以在电信网络中获得更好的负载平衡和更好的性能。

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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A new routing table update and ant migration scheme for ant based control in telecommunication networks

Swarm intelligence based algorithms for routing in telecommunication networks have gained considerable amount of attention in recent years. Swarm intelligence, demonstrated by natural biological swarms, exhibits numerous powerful features that are desirable in communication systems. Mobile agents having swarm intelligence similar to the real life ants have been employed to achieve a general, flexible and modular solution for routing in communication networks. In this paper, we propose mobile agents that are more advanced than those found in the previous literatures. Our proposal includes a new migration scheme for the ant-like mobile agents and a new routing table management scheme. Simulation results show that our proposed schemes can ultimately result in better load balancing and better performance within telecommunication networks.

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7th International Symposium on Parallel Architectures, Algorithms and Networks, 2004. Proceedings.

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