The improvement of a fuzzy neural network based on back-propagation

被引：0
|
作者：
Hua, Q [1 ]
Ha, MH [1 ]
机构：
[1] Hebei Univ, Machine Learning Ctr, Baoding 071002, Peoples R China
来源：
2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS | 2002年
关键词：
fuzzy neural networks; BP algorithm; fuzzy BP algorithm;
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：
Some discussions on fuzzy neural network architecture and algorithm have been put forward, whose weights are given as special fuzzy numbers, such as triangular fuzzy numbers. In this paper, we introduce the conception of strong L-R type fuzzy number, and derive a learning algorithm based on BP algorithm via level sets of strong L-R type fuzzy numbers. The special fuzzy number is weakened to the common case Then the range of application is enlarged. Lastly, the initial experiment in fuzzy classification was showed.
引用
收藏
页码：2237 / 2239
页数：3
相关论文
共 50 条
  • [31] The Lithology Discrimination with Back-Propagation Neural Network Method
    Liu ShaoHua
    Duan XiaoQiu
    Wang ZhongHao
    Wu Dong
    PROCEEDINGS OF THE 2015 4TH INTERNATIONAL CONFERENCE ON SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS, 2016, 43 : 555 - 558
  • [32] Neural controller based on back-propagation algorithm
    Saerens, M.
    Soquet, A.
    IEE Proceedings, Part F: Radar and Signal Processing, 1991, 138 (01): : 55 - 62
  • [33] On State Prediction for Algae Growth in Seawater Based on Fuzzy Back-Propagation Network
    Zhang Ying
    Li Caijuan
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 1684 - 1687
  • [34] Security analysis of information in campus network based on improved back-propagation neural network
    Zhao X.H.
    Telecommunications and Radio Engineering (English translation of Elektrosvyaz and Radiotekhnika), 2021, 80 (02): : 35 - 46
  • [35] Face Recognition Framework Based on Correlated Images and Back-Propagation Neural Network
    Abuzneid, Mohannad
    Mahmood, Ausif
    2018 IEEE/ACS 15TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2018,
  • [36] Determination of Gamma point source efficiency based on a back-propagation neural network
    Zheng, Hong-Long
    Tuo, Xian-Guo
    Peng, Shu-Ming
    Shi, Rui
    Li, Huai-Liang
    Lu, Jing
    Li, Jin-Fu
    NUCLEAR SCIENCE AND TECHNIQUES, 2018, 29 (05)
  • [37] A method of forecasting trade export volume based on back-propagation neural network
    Dai, Chenglin
    NEURAL COMPUTING & APPLICATIONS, 2023, 35 (12): : 8775 - 8784
  • [38] On-Board SAR Compression System Based on Back-Propagation Neural Network
    Agrawal, Navneet
    Venugopalan, K.
    2008 EUROPEAN RADAR CONFERENCE, 2008, : 380 - +
  • [39] Simulation of Driver Behavior with Agent-Based Back-Propagation Neural Network
    Chong, Linsen
    Abbas, Montasir M.
    Medina, Alejandra
    TRANSPORTATION RESEARCH RECORD, 2011, (2249) : 44 - 51
  • [40] Matching Algorithm of Missile Tail Flame Based on Back-Propagation Neural Network
    Huang Da
    Huang Shucai
    Tang Yidong
    Zhao Wei
    Cao Wenhuan
    FOURTH SEMINAR ON NOVEL OPTOELECTRONIC DETECTION TECHNOLOGY AND APPLICATION, 2018, 10697
12345