Adaptive population disappear of genetic algorithm and its application

被引：0
|
作者：
Chen, TG [1 ]
Wang, YH [1 ]
机构：
[1] Hebei Univ Technol, Tianjin 300130, Peoples R China
来源：
2004 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL ELECTROMAGNETICS AND ITS APPLICATIONS, PROCEEDINGS | 2004年
关键词：
genetic algorithm; population disappear; adaptive;
D O I：
暂无
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：
In this paper the algorithm of adaptive population disappear is expounded and its character is discus sed, based on the analysis of the reason for the premature convergence causing in Genetic Algorithm, and, it is enlightened by the phenomenon of mutation and disaster in the biology evolution procession. Emulation proved that this algorithm can improve the population's distribution and enhance the ability of the integer convergence.
引用
收藏
页码：145 / 148
页数：4
相关论文
共 50 条
  • [31] AGAVaPS - Adaptive Genetic Algorithm with Varying Population Size
    Mendes Ribeiro, Rafael Rodrigues
    Maciel, Carlos Dias
    [J]. 2022 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2022,
  • [32] Adaptive Genetic Algorithm Based on Density Distribution of Population
    Chen, Ni
    Zhang, Jun
    Liu, Ou
    [J]. PROCEEDINGS OF THE FOURTEENTH INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTATION COMPANION (GECCO'12), 2012, : 1543 - 1544
  • [33] Adaptive genetic algorithm and quasi-parallel genetic algorithm: application to knapsack problem
    Szeto, KY
    Zhang, J
    [J]. LARGE-SCALE SCIENTIFIC COMPUTING, 2006, 3743 : 189 - 196
  • [34] A fast SSCF adaptive algorithm and its application to adaptive equalizer
    Graduate School of Engineering, Chubu University, 1200, Matsumoto-cho, Kasugai-shi, Aichi 487-8501, Japan
    不详
    不详
    [J]. IEEJ Trans. Electron. Inf. Syst., 1600, 6 (991-996):
  • [35] Application of improved adaptive genetic algorithm in TDOA location
    Wang, Shengliang
    Liu, Genyou
    Gao, Ming
    Wang, Jiachen
    Wang, Binbin
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2019, 41 (02): : 254 - 258
  • [36] The Application of Adaptive Genetic Algorithm in GPS Attitude Determination
    Wang, Yandong
    Chen, Kui
    Hu, Huafeng
    Yang, Shaoshuai
    Ji, Qingchang
    [J]. PROCEEDINGS OF THE 2012 SECOND INTERNATIONAL CONFERENCE ON INSTRUMENTATION & MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2012), 2012, : 44 - 48
  • [37] An Adaptive Genetic Algorithm and Application in a Luggage Design Center
    Tsai, Chen-Fang
    Li, Weidong
    James, Anne
    [J]. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2011, 17 (14) : 2048 - 2063
  • [38] An application of adaptive genetic algorithm in financial knapsack problem
    Szeto, KY
    Lo, MH
    [J]. INNOVATIONS IN APPLIED ARTIFICIAL INTELLIGENCE, 2004, 3029 : 1220 - 1228
  • [39] Genetic algorithm based adaptive neural network ensemble and its application in predicting carbon flux
    Xue, Yueju
    Liu, Shuguang
    Hu, Yueming
    Yang, Jingfeng
    Chen, Qiang
    [J]. ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 1, PROCEEDINGS, 2007, : 183 - +
  • [40] Improved Self Adaptive Genetic Algorithm and Its Application on the Dynamic Stochastic Shortest Path Problem
    Yang, Hai
    [J]. SUSTAINABLE DEVELOPMENT AND ENVIRONMENT II, PTS 1 AND 2, 2013, 409-410 : 1415 - 1418
12345