摘要
一般性地论述了学习控制的基本理论问题,给出了学习与学习控制系统的若干定义,探讨了学习控制与智能控制的关系.基于学习控制的发展历史与研究现状,将学习控制系统划分为基于模式识别的学习控制、异步自学习控制及连接主义的学习控制等,并给出了有关的研究进展及存在的问题.最后指出,与模糊逻辑、专家系统的进一步结合,是学习控制系统发展的必然趋势.
In this paper the basic theoretical aspects on learning control are comprehensively reviewed. A number of definitions to learning and learning control are quoted and the relationship between learning and intelligent control is discussed.Based on its historical background,the learning control methods are classified as three parts:pattern recognition based,asynchronous,and connectionist's.Open problem is given.Final- ly,it is pointed out that the incorporation of learning control with fuzzy logic and expert system will become more attractive in the future research.
出处
《信息与控制》
CSCD
北大核心
1996年第2期94-103,共10页
Information and Control
关键词
学习控制
智能控制
模糊逻辑
专家系统
learning control
intelligent control
connectionist
fuzzy logic
expert system
