摘要
针对遗传算法的早熟收敛问题，本文对其进行了分析和研究，提出几种防止早熟问题的措施，分析了编码、适应度、参数的动态自适应调整、多种群、精英种群和混合遗传算法等策略对早熟问题的影响。
Aiming at the problem of genetic algorithm premature convergence, the paper takes a further analysis and research of preventing premature convergence, frequently used in the analysis except for the traditional method of prevention premature, also takes into account the various control parameters of the dynamic adaptive adjustment, generations of evolution to the best individual combined to elite population.
出处
《计算机与现代化》
2010年第4期23-25,29,共4页
Computer and Modernization
关键词
遗传算法
早熟
自适应
精英种群
genetic algorithm
premature
adaptive
elite population
