基于AntNet的网络管理性能优化研究

Research of Network Management Performance Optimization Based on AntNet

分布式移动Agent技术是一种新型的智能网络管理技术,但如何实现多个Agent相互协作来高效地管理网络成为一大难题。将蚁群优化的自治且协同的思想应用到网络管理中,为提高移动Agent网络管理的性能开辟了新的思路。在对AntNet算法进行研究的基础上,提出了一种基于AntNet的智能Agent网络管理方式。仿真结果表明,该方式较传统的客户/服务器方式时延小,网络带宽利用率高,从而很好地提高了网络管理的性能和效率。

Distributed mobile agent technology is a new type of intelligent network management technology,but how to achieve efficiently network management becomes a chanllenge job. Applying the idea of ant colony optimization into network mansgement can improve the performance of agent based network management. Based on the research of AntNet algorithm, a mode of network management based on AntNet intelligent mobile agent is proposed. The simulation results show that the AntNet mode has a lower delay and higher network bandwidth utilization than the traditional mode such as client/server.