重庆大学学报2018,Vol.41Issue(4):29-34,6.DOI:10.11835/j.issn.1000-582X.2018.04.004
一种文化算法优化
An optimization of cultural algorithm
摘要
Abstract
It's difficult to obtain the analytic solution of complicated optimization problems in engineering.To try to get numerical solution with numerical computation method is easy to get local optimal solution instead.In order to improve the speed and accuracy of numerical optimal solution to highdimensional problems,the population is divided into intelligent population and common population on the basis of traditional culture algorithm,and they are initially optimized according to different evolving ways respectively.Furthermore,simulation of practical examples by MATLAB program is carried out.The results show that the speed is greatly improved after optimization and the cultural algorithm with initialized improvement can approximate the optimal solution faster and more accurately in high-dimensional optimization problems.The optimized cultural algorithm provides a new reference for practical engineering problem.关键词
文化算法/数值解/初始值优化/最优解Key words
cultural algorithm/numerical solution/optimization of initial value/optimal solution分类
信息技术与安全科学引用本文复制引用
谭涛,邓兆祥,舒红宇,杨金歌..一种文化算法优化[J].重庆大学学报,2018,41(4):29-34,6.基金项目
汽车噪声振动和安全技术国家重点实验室开放基金项目(NVHSKL-201601).Supported by Open Fund Project of State Key Laboratory of Vehicle NVH and Safety Technology (NVHSKL-201601). (NVHSKL-201601)