Research on Pepper Disease Diagnosis Model Based on Genetic Neural network

被引:0
|
作者
Wei, Qingfeng [1 ,2 ]
Sun, Sufen [1 ,2 ]
Luo, ChangShou [1 ,2 ]
机构
[1] Beijing Acad Agr & Forestry Sci, Inst Agr Informat & Econ, Beijing, Peoples R China
[2] Beijing Res Ctr Engn Technol, Rural Distance Informat Serv, Beijing, Peoples R China
关键词
EXPERT-SYSTEM;
D O I
10.1051/matecconf/201712802010
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
To explore the effective method of the pepper diseases, using the method of combining the genetic algorithm and BP neural network, the establish neural network diagnostic model for pepper diseases is established to improve the model convergence rate and accuracy. The experimental results show that the model is convergent effectively and the diagnostic accuracy is improved by 12%.
引用
收藏
页数:3
相关论文
共 50 条
  • [41] Research on Hepatitis Auxiliary Diagnosis Model Based on Fuzzy Integral and GA - BP Neural Network
    Yang, Chunyan
    Song, JinJie
    PROCEEDINGS OF 2017 8TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2017), 2017, : 664 - 667
  • [42] Method research of noise diagnosis based on fuzzy neural network
    Taiyuan Univ of Technology, Taiyuan, China
    Int Conf Signal Process Proc, (1370-1373):
  • [43] Method research of noise diagnosis based on fuzzy neural network
    Wu, CZ
    Yan, H
    Ma, JF
    ICSP '98: 1998 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1998, : 1370 - 1373
  • [44] The Diagnosis Research of Electric Submersible Pump Based on Neural Network
    Feng, Ding
    Yang, Cheng
    Tan, Bianyou
    Xu, Guanjun
    Yuan, Yongxin
    Wang, Peng
    SIXTH INTERNATIONAL SYMPOSIUM ON NEURAL NETWORKS (ISNN 2009), 2009, 56 : 721 - 727
  • [45] Research on Fault Diagnosis Algorithm Based on Convolutional Neural Network
    Li, Xiaolong
    Wang, Sen
    Zhou, Wei
    Huang, Qi
    Feng, Bowen
    Liu, Lilan
    2019 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC 2019), VOL 1, 2019, : 8 - 12
  • [46] Circuit Failure Diagnosis Analysis and Research Based On Neural Network
    Qi, Wenzhe
    Yang, Chenghui
    Meng, Jianjun
    PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON ELECTRONIC COMMERCE AND SECURITY, 2008, : 209 - 212
  • [47] Research of Boiler Fault Diagnosis Based on Fuzzy Neural Network
    Wu, Yifeng
    Lin, Xiaoqi
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND COMPUTER APPLICATIONS (ICSA 2013), 2013, 92 : 255 - 262
  • [48] Research for Fault Diagnosis of Aeroengine Based on Fuzzy Neural Network
    Tian, Feng
    Yin, Dehao
    Zhang, Rui
    Wu, Yanyan
    2013 THIRD INTERNATIONAL CONFERENCE ON INSTRUMENTATION & MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC), 2013, : 647 - 651
  • [49] Research of the Early Warning Model of Grape Disease and Insect Based on Rough Neural Network
    Wang, Dengwei
    Chen, Tian'en
    Zhang, Chi
    Gao, Li
    Jiang, Li
    COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE IX, CCTA 2015, PT II, 2016, 479 : 310 - 319
  • [50] Neural model of the genetic network
    Vohradsky, J
    JOURNAL OF BIOLOGICAL CHEMISTRY, 2001, 276 (39) : 36168 - 36173