摘要
遗传算法是建立在自然遗传学机理基础上的参数搜索方法,本文介绍了遗传算法的思想来源和基本原理,比较了遗传算法与其他人工智能技术,论述了它在优化、机器学习,尤其是控制领域中的应用成果,并对进一步的研究工作提出了一些展望。
Genetic algorithms(GA)are parameter search procedures based on nature genetics mechan-ics, The origin and mechanics of GA are introduced in this paper. GA are compared with the other artificialintelligence technique. A range of applications in optimization,machine learning,and control field are re-viewed. The suggestions for future development of GA are also discussed.
出处
《信息与控制》
CSCD
北大核心
1994年第4期215-222,共8页
Information and Control
关键词
遗传算法
人工智能
控制系统
genetic algorithms:artificial intelligence,optimization,machine learning, control system