节点文献
实数遗传算法的改进研究
The Improved Research on Actual Number Genetic Algorithms
【摘要】 在现有文献研究的基础上,对实数遗传算法又作了进一步研究,提出了一种改进算法.该算法不仅可快速产生初始种群,而且实现了子代种群的产生在优化方向上进行,提高了算法的搜索能力,克服了子代个体位置限制的不足,有利于保持种群的多样性,提高了避免未成熟收敛于局部最优解的能力.
【Abstract】 Based on the present literature, actual number genetic algorithms is further researched, an improved method is proposed .By using this method the initial population emerges quickly ,the emergence of offspring goes on in the direction of optimization and increase the searching ability of the method .the method overcame the shortcoming of the limit of offspring individual position ,took the advantage of keeping the variety of population and promote the best ability to avoid premature local convergence.
【关键词】 遗传算法;
初始种群;
子代个体;
进化;
【Key words】 Genetic algorithms; Initial population; Offspring individual; Evolution;
【Key words】 Genetic algorithms; Initial population; Offspring individual; Evolution;
【基金】 国家自然科学基金资助项目(30370825);黑龙江省博士后基金资助项目(LSZH-04100)
- 【文献出处】 生物数学学报 ,Journal of Biomathematics , 编辑部邮箱 ,2006年01期
- 【分类号】TP18
- 【被引频次】58
- 【下载频次】642