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一种文化算法优化

谭涛 邓兆祥 舒红宇 杨金歌

重庆大学学报2018,Vol.41Issue(4):29-34,6.
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

谭涛 1邓兆祥 1舒红宇 2杨金歌1

作者信息

  • 1. 重庆大学汽车工程学院,重庆,400044
  • 2. 汽车噪声振动和安全技术国家重点实验室,重庆,400039
  • 折叠

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)

重庆大学学报

OA北大核心CSCDCSTPCD

1000-582X

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