Research for New Modified Adaptive Genetic Algorithm

被引:0
|
作者
Xu Hai Yan [1 ]
机构
[1] LinYi Univ, Linyi, Peoples R China
来源
2012 WORLD AUTOMATION CONGRESS (WAC) | 2012年
关键词
Genetic Algorithm; Crossover; Mutation; Convergence rate; Stability;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Genetic Algorithm is one kind of probability searching algorithm of simulating nature organic evolution. As a result of the characteristics which is none of space restrictive supposition restraint and strong robustness, it has obtained the widespread application in many domains at present. However, the simple Genetic Algorithm has the problems of the precocious phenomena, the slow rate of gathering and poor stability. To these problems, a new modified adaptive genetic algorithm is brought. It made the improvements in the initial community production and heredity operation, and the simulation experiment shows that this algorithm had the distinct improvement in the restraining rapidity and the stability.
引用
收藏
页数:4
相关论文
共 50 条
  • [21] ADAPTIVE GENETIC ALGORITHM BASED ON A NEW ENTROPY MEASUREMENT
    Ma, Qiang
    Chen, Jiang-Chuan
    Xu, Xiao-Yan
    Sha, Ya-Bin
    PROCEEDINGS OF 2014 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 1, 2014, : 169 - 174
  • [22] A new adaptive genetic algorithm and its property studies
    Hao Lin
    Ma Chang-lin
    Proceedings of 2005 Chinese Control and Decision Conference, Vols 1 and 2, 2005, : 895 - 898
  • [23] A New Adaptive Genetic Algorithm for Community Structure Detection
    Atay, Yilmaz
    Kodaz, Halife
    INTELLIGENT AND EVOLUTIONARY SYSTEMS, IES 2015, 2016, 5 : 43 - 55
  • [24] Research on the White Noise Suppression by Adaptive Filtering of Genetic Algorithm
    Tong, Xiaorong
    MECHANICAL ENGINEERING AND GREEN MANUFACTURING II, PTS 1 AND 2, 2012, 155-156 : 989 - 994
  • [25] Research of network coding optimization on improved adaptive genetic algorithm
    Sun, X. Z.
    Xu, G. X.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2020, 126 : 180 - 180
  • [26] The Vectorization Research of Military Map base on Adaptive Genetic Algorithm
    Pan Wei
    Wang Yunfeng
    Diao Huazong
    2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 3400 - 3403
  • [27] Research on Adaptive Handover Scheme Based on Improved Genetic Algorithm
    Zhu, Hao
    Peng, Yi
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MECHATRONICS AND INTELLIGENT ROBOTICS (ICMIR-2019), 2020, 166 : 557 - 562
  • [28] A Research Based On Adaptive Genetic Algorithm Optimal Embattling Method
    Pan, Ye-yang
    Yao, Jin-jie
    2014 IEEE/ACIS 13TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), 2014, : 45 - 48
  • [29] Research on Structure Based on the Adaptive a sort of the Amending Genetic Algorithm
    Zhang, Kehong
    2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, : 1787 - 1791
  • [30] Research on path optimization based on improved adaptive genetic algorithm
    Xiao, Ziqian
    Chen, Jingyou
    2015 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS IHMSC 2015, VOL I, 2015, : 207 - 209