A kind of New Immune Genetic Algorithm and Its Application

被引：0
|
作者：
Ren Weijian [1 ]
Qi Yuanjun [1 ]
Lv Wei [1 ]
Li Chengda [2 ]
机构：
[1] Northeast Petr Univ, Sch Elect & Informat Engn, Daqing 163318, Heilongjiang Pr, Peoples R China
[2] Zhejiang Univ, Sch Elect Engn, Hangzhou 310027, Peoples R China
来源：
MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION, PTS 1 AND 2 | 2011年 / 48-49卷
关键词：
immune genetic algorithm; chaos; TSP;
D O I：
10.4028/www.scientific.net/AMM.48-49.25
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
According to the phenomenon of falling into local optimum during solving large-scale optimization problems and the shortcomings of poor convergence of Immune Genetic Algorithm, a new kind of probability selection method based on the concentration for the genetic operation is presented. Considering the features of chaos optimization method, such like not requiring the solved problems with continuity or differentiability, which is unlike the conventional method, and also with a solving process within a certain range traverse in order to find the global optimal solution, a kind of Chaos Immune Genetic Algorithm based on Logistic map and Henon map is proposed. Through the application to TSP problem, the results have showed the superior to other algorithms.
引用
收藏
页码：25 / +
页数：2
相关论文
共 50 条
  • [1] A Kind of Adaptive Immune Genetic Algorithm Based on Chaos and Its Application
    Ren, Weijian
    Wang, Qiong
    Lv, Wei
    Zhang, Li
    [J]. 2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 5018 - 5021
  • [2] An Adaptive Immune Genetic Algorithm and Its Application
    Shi, Gang
    Ma, Jia
    Jing, Yuanwei
    [J]. ADVANCED TECHNOLOGY IN TEACHING - PROCEEDINGS OF THE 2009 3RD INTERNATIONAL CONFERENCE ON TEACHING AND COMPUTATIONAL SCIENCE (WTCS 2009), VOL 1: INTELLIGENT UBIQUITIOUS COMPUTING AND EDUCATION, 2012, 116 : 373 - +
  • [3] A new immune genetic algorithm and its application in redundant manipulator path planning
    Luo, XP
    Wei, W
    [J]. JOURNAL OF ROBOTIC SYSTEMS, 2004, 21 (03): : 141 - 151
  • [4] An Improved Immune Genetic Algorithm and its Application on TSP
    Ghorab, Ahmed S.
    [J]. 2021 INTERNATIONAL CONFERENCE ON PROMISING ELECTRONIC TECHNOLOGIES (ICPET 2021), 2021, : 84 - 88
  • [5] An Novel Immune Genetic Algorithm and its Application in WWTP
    Xu, Yuge
    Jiang, Yulin
    Deng, Wenkai
    [J]. 2015 CHINESE AUTOMATION CONGRESS (CAC), 2015, : 802 - 808
  • [6] New DFNN improved by artificial immune-genetic hybrid algorithm and its application
    School of Business Administration, North China Electric Power University, Beijing 102206, China
    不详
    [J]. Zhongnan Daxue Xuebao (Ziran Kexue Ban), 2008, 2 (345-349): : 345 - 349
  • [7] New improved genetic algorithm and its application
    Ouyang, Sen
    Wang, Jian-Hua
    Song, Zheng-Xiang
    Chen, De-Gui
    Geng, Ying-San
    [J]. Xitong Fangzhen Xuebao / Journal of System Simulation, 2003, 15 (08):
  • [8] A New Quantum Immune Evolutionary Algorithm and Its Application
    Xiangxian, Zhang
    Hongjian, Qu
    [J]. MABE 09: PROCEEDINGS OF THE 5TH WSEAS INTERNATIONAL CONFERENCE ON MATHEMATICAL BIOLOGY AND ECOLOGY, 2009, : 89 - 92
  • [9] A new hybrid genetic algorithm and its application in the RCPSP
    Li Zheng
    Qin Jinlei
    [J]. FOURTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2011): MACHINE VISION, IMAGE PROCESSING, AND PATTERN ANALYSIS, 2012, 8349
  • [10] GMDH network model and its application based on immune genetic algorithm
    Chen, Hong
    Chen, Senfa
    [J]. Jiangsu Daxue Xuebao (Ziran Kexue Ban) / Journal of Jiangsu University (Natural Science Edition), 2009, 30 (06): : 610 - 613
12345