基于Mobile Agent聚类挖掘算法研究

Mobile Agent技术是随着网络应用的日益深入而发展起来的一项新兴技术。Mobile Agent技术的智能性和移动性,不仅降低了网络负载,而且提高了通信效率;此外,其支持异步自主交互、支持断连操作,具有安全性、并行性,具有学习、容错、智能化路由能力等优点,使得Mobile Agent技术在复杂的分布式问题求解方面表现出非凡的优势,因此,将Mobile Agent技术应用于数据挖掘系统中,具有很好的研究及应用前景。

Study on Data Mining Clustering Algorithm Based on Mobile Agent

Mobile Agent technology is a entity which can autonomously move from one host to another in a heterogeneous network and communicate with other Agent and resources. The intelligence and mobility of Mobile Agent technology not only reduce the network load, but improve communication efficiency. Supporting asynchronous autonomous interaction, breakpoint operation and concurrent calculation and being secure and capable of learning, fault-tolerance and intelligent routing, Mobile Agent, applied to distributed Web data mining system, technology has a great research and application prospect.