基于灾变机制下元胞遗传算法的精英迁移策略的研究  

Study on Elite Migration Strategy of Cellular Genetic Algorithm Based on Disturbances

作　　者：张俞 冷璐[2,3] 黎明[2,3] 

机构地区：[1]贵州职业技术学院,贵阳550023 [2]南昌航空大学无损检测教育部重点实验室,南昌330063 [3]南京航空航天大学自动化学院,南京210016

出　　处：《科技通报》2015年第5期246-250,共5页Bulletin of Science and Technology

基　　金：贵州省科技厅基金资助项目(黔科合机计字[2013]4002);国家自然科学基金(61262019;61202112;61070163);中国博士后科学基金(2013M531554;20110491736);山东省优秀中青年科学家科研奖励基金(BS2011DX034)

摘　　要：引入灾变机制的元胞遗传算法并非使种族退化,而是尽快摆脱进化迟钝状态,开始新计算的有效手段。实验证明,在灾难区域范围内采用不同的个体植入方法,即采用不同"精英迁移"策略的元胞遗传算法,用于求解复杂多峰函数优化问题,获得了较好的效果。The cellular genetic algorithm with Disturbances does not make racial degradation, but to get rid of slow evolution of the state as soon as possible to start a new calculation of the effective means. The experimental results show that the implantation method using different individuals within the scope of the disaster area, which was considered as using different‘Elite Migration’Strategy in cellular genectic algorithm, can be used for solving the optimisation problem of complicated function, which gives promising results.

关 键 词：元胞自动机 遗传算法 精英迁移策略 函数优化 灾难 

分 类 号：TP301.6[自动化与计算机技术—计算机系统结构]