Orthogonal Genetic Algorithm and Its Application in Function Optimization

被引：1
|
作者：
Liu, Hanmin [1 ]
Dai, Guangming [1 ]
Yan, Xuesong [1 ]
机构：
[1] China Univ Geosci, Sch Comp Sci, Wuhan 430074, Peoples R China
来源：
FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE II, PTS 1-6 | 2012年 / 121-126卷
关键词：
Orthogonal evolutionary algorithm; local search; evolutionary algorithms;
D O I：
10.4028/www.scientific.net/AMM.121-126.4528
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Traditional genetic algorithm trapped into the local minimum easily. Therefore, based on a simple genetic algorithm and combine the base ideology of orthogonal test then applied it to the population initialization, crossover operator, as well as the introduction of adaptive orthogonal local search to prevent local convergence to form a new orthogonal evolutionary algorithm. Through the series of numerical experiments, proved the efficiency of the new algorithm.
引用
收藏
页码：4528 / 4531
页数：4
相关论文
共 50 条
  • [1] A chaos genetic algorithm and its application in function optimization
    Chen, Mingjie
    Liu, Sheng
    Wang, Changhong
    [J]. PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 533 - 536
  • [2] The Improvement of Quantum Genetic Algorithm and Its Application on Function Optimization
    Wang, Huaixiao
    Liu, Jianyong
    Zhi, Jun
    Fu, Chengqun
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [3] Application of Improved Genetic Algorithm in Function Optimization
    Yan, Chun
    Li, Mei-Xuan
    Liu, Wei
    [J]. JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2019, 35 (06) : 1299 - 1309
  • [4] The Application of Improved Genetic Algorithm in Optimization of Function
    Tan Ran
    Guo Shaoyong
    [J]. 2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 5347 - 5350
  • [5] A modified Genetic Algorithm based on the best schema and its application for function optimization
    Zi, G
    Peng, CW
    Zou, MZ
    [J]. PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 615 - 618
  • [6] An Improved Genetic Algorithm and its Application in Routing Optimization
    Wang, Jianwei
    Sun, Wenjuan
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (07) : 1203 - 1210
  • [7] A Genetic Relation Algorithm and Its Application to the Portfolio Optimization
    Chen, Yan
    Hirasawa, Kotaro
    [J]. PROCEEDING OF THE 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT TECHNOLOGIES, 2009, : 8 - 13
  • [8] A Modified Genetic Algorithm and Its Application in Optimization Design
    Sun, Guofu
    Li, Shucai
    Ge, Yanhui
    Zhou, Xuejun
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION (ICMS2009), VOL 6, 2009, : 84 - 89
  • [9] Genetic Algorithm and Its Application to Absorbing Coating Optimization
    Ni Weili Zeng Lin (School of Communication and Information Engineering)
    [J]. Advances in Manufacturing, 1998, (01) : 57 - 61
  • [10] Improved PSO Algorithm and its Application in Function Optimization
    Zhang Dun-Li
    Zhou Guo-dong
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND SERVICE SYSTEM (CSSS), 2014, 109 : 665 - 668
12345