摘要
讨论作者开发的一个基于聚类算法实现智能化控制的一种仿真系统。该系统利用原型系统的仿真模型产生所需要的原始数据,并通过把原始数据进行聚类来构造对系统进行智能化控制的知识库,然后利用分类方法从知识库中选择合适的法则,从而实现对系统的智能化控制。
A simulation system based on the clustering algorithm to achieve intelligent control has been developed and discussed. This intelligent control is realized by using the original data required for a simulation prototype model and by clustering the original data to construct a knowledge base. Proper rules are also selected from the knowledge base using a classification method. This method is testified as simple, feasible and effective from the visual simulation experiment results of this system.
出处
《武汉理工大学学报（信息与管理工程版）》
CAS
2003年第3期98-101,共4页
Journal of Wuhan University of Technology：Information & Management Engineering
基金
浙江省自然科学基金资助项目(698058)
关键词
数据挖掘
聚类
智能化控制
知识库
clustering
intelligent control
knowledge base
nearest neighbor method
