Research on method of neural network optimized design based on immune modulated symbiotic evolution

被引：0
|
作者：
School of Computer, Hunan University of Technology, Zhuzhou 412008, China [1 ]
机构：
来源：
J. Comput. Inf. Syst. | 2006年 / 4卷 / 1317-1324期
关键词：
Convergence of numerical methods - Evolutionary algorithms - Flowcharting;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Optimized design of neural network based on immune modulated symbiotic evolution (IMSE) is proposed. This combines the adjustment of antibody of immune modulated theory so as to maintain the individual diversity. This eliminates effectively the premature convergence. The results of simulation experiment applied in AGC-ASC system of the two stands reversing tandem cold mill show that this method is suited to the complicated climate, and has good convergence and resists disturbance.
引用
收藏
相关论文
共 50 条
  • [41] A Coating Design Method Based on Artificial Neural Network
    Zhang, Yu
    Zhang, Xiong
    Wen, FanZhao
    Wang, Li
    Ruan, Guifu
    PROCEEDINGS OF CHINA DISPLAY/ASIA DISPLAY 2011, 2011, : 729 - 732
  • [42] Network Intrusion Detection Based on a General Regression Neural Network Optimized by an Improved Artificial Immune Algorithm
    Wu, Jianfa
    Peng, Dahao
    Li, Zhuping
    Zhao, Li
    Ling, Huanzhang
    PLOS ONE, 2015, 10 (03):
  • [43] Research on fault tolerant control system based on optimized neural network algorithm
    Shan, Xianming
    Liu, Huixin
    Liu, Yefeng
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (06) : 9073 - 9083
  • [44] Research and application of an optimized BP neural network based on adaptive genetic algorithm
    Zhuang, Jia-Jun
    Liu, Qiong
    Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2012, 35 (05): : 41 - 45
  • [45] The research on the model of flatness control based on the optimized RBF fuzzy neural network
    He, Hai-Tao
    Zhang, Lan
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 472 - 476
  • [46] A design of power prediction algorithm based on health assessment optimized neural network
    Xie, Xin
    Huang, Feng
    He, Chengjin
    Zhou, Huaan
    Hu, Feiyu
    Zeng, Bin
    Huang, Lingxiang
    Journal of Engineering and Applied Science, 2024, 71 (01):
  • [47] OPTIMIZED DESIGN OF WASTEWATER DISINFECTION REACTORS BASED ON AN ARTIFICIAL NEURAL NETWORK METAMODEL
    Wei, Wangshu
    Haas, Charles N.
    Farouk, Bakhtier
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2016, VOL. 7, 2017,
  • [48] Parallel design model and parallel design method based on neural network
    Xue, SJ
    Gao, XH
    Xiong, QX
    1997 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT PROCESSING SYSTEMS, VOLS 1 & 2, 1997, : 489 - 492
  • [49] Genetic regulatory network-based symbiotic evolution
    Hu, Jhen-Jia
    Li, Tzuu-Hseng S.
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (05) : 4756 - 4773
  • [50] A network traffic forecasting method based on SA optimized ARIMA-BP neural network
    Yang, Hanyu
    Li, Xutao
    Qiang, Wenhao
    Zhao, Yuhan
    Zhang, Wei
    Tang, Chang
    COMPUTER NETWORKS, 2021, 193
12345