摘要
遗传算子是影响遗传算法搜索性能的重要因素,本文研究交配算子与其探索子空间的关系,提出设计良好算子的指导性原则,并构造出一种启发式交配算子.
Genetic operators are critical factors affecting GA's performance. In this paper the relationship between crossover operator and its exploration subspace is investigated and some policies for guiding the design of effective crossovers are concluded. Based on the policies, a heuristic crossover operator is constructed.
出处
《计算机学报》
EI
CSCD
北大核心
1998年第11期1003-1008,共6页
Chinese Journal of Computers
关键词
遗传算法
搜索
优化
人工智能
Genetic algorithms, search, optimization