摘要
针对遗传算法存在"早熟"及局部搜索能力弱等问题,提出一种基于正交设计的免疫克隆遗传算法,将正交实验设计原理、免疫克隆理论以及标准遗传算法有效结合起来,增强算法的收敛速度和搜索精度。对算法进行了验证,表明该算法求解精度高出几个数量级,寻找到全局最优解的次数明显增加。
According to the problem that the immunity monoclonal genrtic algorithm also has ＂premature＂ and poor local search ability,an immune cloning genetic algorithm with orthogonal design is proposed.The convergence speed and search precision could be enhanced by combining orthogonal experiment design principle,immune cloning theory and standard genetic algorithm.The simulation results show that this algorithm has better precision and global optimization ability.
出处
《辽宁科技大学学报》
CAS
2010年第5期552-554,共3页
Journal of University of Science and Technology Liaoning
关键词
正交设计
免疫克隆
遗传算法
orthogonal experiment design
immune cloning
genetic algorithm
