摘要
为了提高求解GA欺骗问题的效率,在阐述了GA欺骗问题和研究现状的基础上,借鉴生物进化的相关机理,提出一种定向变异算子,并结合均匀变异和正态变异算子,进行了对比和实验计算。理论分析和数值仿真都表明该算子在处理连续型函数欺骗问题上具有较好的效果。
For improving the efficiency of solving the GA（genetic algorithms）deceptive problem, on the base of elaborating GA deceptive problem and presenting research situation, it absorbs the idea of the relative mechanism of biology evolution, presents a kind of directed mutation operator, and gives comparison and experiment results with uniformity mutation operator and normal mutation operator. Theory analysis and numerical simulation show that the effectiveness of the operator in dealing with deceptive problems of consecutive functions is good.
出处
《系统工程与电子技术》
EI
CSCD
北大核心
2009年第1期204-207,共4页
Systems Engineering and Electronics
关键词
定向变异
欺骗问题
遗传算法
directed mutation
deceptive problem
genetic algorithm
