摘要
基于遗传算法的杂合系统是将遗传算法引人已有的系统算法、启发式优化策略及领域知识获取与优化等问题时,产生的一种新型的综合性算法结构设计策略.本文对遗传算法与神经网络、遗传算法与模糊逻辑。
Hybird systems based on genetic algorithms is a new methodology to reform and promote genetic algorithms in theory and application. It integrates GAs with existing well done methods and algorithms for optimization problems, sush as optimization heuristics, domain knowledge acquisition etc.. This paper studies three sorts of hybrid systems, and analyses the characteristics and performance of GAs hybridized with neural networks, fuzzy logic and expert system.
出处
《系统工程理论与实践》
EI
CSCD
北大核心
1999年第3期53-56,72,共5页
Systems Engineering-Theory & Practice
基金
国家自然科学基金
高等学校博士学科点专项科研基金
关键词
杂合系统
遗传算法
专家系统
鲁棒性
计算知识
hybrid systems
genetic algorithms
neural networks
fuzzy logic
expert system