APPLICATION OF BP NEURAL NETWORK-BASED GREY CLUSTERING METHOD ON WATER QUALITY ASSESSMENT

被引：0
|
作者：
Wang, Qian [1 ]
Zou, Zhihong [1 ]
机构：
[1] Beihang Univ, Sch Econ & Management, Beijing 100191, Peoples R China
来源：
ICIM2014: PROCEEDINGS OF THE TWELFTH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT | 2014年
关键词：
Water Quality; Grey Clustering; BP Neural Network;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
A grey clustering model has been developed based. on the BP artificial neural network which both from the perspective of grey clustering method and artificial neural network. Use BP neural network to calculate the whitenization weight and cluster coefficient. Using the comprehensive assessment of water quality of the Miyun reservoir as the example, a comparison has been made among the result of this new assessment, traditional grey clustering method and fuzzy synthetic assessment to verify the application of this model.
引用
收藏
页码：363 / 366
页数：4
相关论文
共 50 条
  • [21] Network Situation Assessment Method Based on Improved BP Neural Network
    Du, Zhiqiang
    Yao, Haitao
    Fu, Yanfang
    Cao, Zijian
    Liang, Hongtao
    Ren, Jinkang
    [J]. ELECTRONICS, 2023, 12 (03)
  • [22] Water quality forecast through application of BP neural network at Sifangtai
    Guo, Liang
    Wang, Peng
    Zhao, Ying
    [J]. Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2009, 41 (06): : 62 - 66
  • [23] Design and Application of Neural Network-Based bp Algorithm in Speech Translation Robot
    Jie, Yuhan
    [J]. Informatica (Slovenia), 2023, 47 (07): : 71 - 80
  • [24] Neural Network-Based Modeling of Water Quality in Jodhpur, India
    Sinha, Krishna Kumar
    Gupta, Mukesh Kumar
    Banerjee, Malay Kumar
    Meraj, Gowhar
    Singh, Suraj Kumar
    Kanga, Shruti
    Farooq, Majid
    Kumar, Pankaj
    Sahu, Netrananda
    [J]. HYDROLOGY, 2022, 9 (05)
  • [25] Assessment of Water Quality in Titicaca Lake, Peru Using the Grey Clustering Method
    Delgado, Alexi
    Cotrina, Andy
    Cueto, Jose
    Figueroa, Rosmely
    Huarcaya, Jhony
    Lopez, Hugo
    Andrade-Arenas, Laberiano
    [J]. ENGINEERING LETTERS, 2022, 30 (02) : 847 - 853
  • [26] Neural network-based clustering for agriculture management
    Kadim Taşdemir
    Csaba Wirnhardt
    [J]. EURASIP Journal on Advances in Signal Processing, 2012
  • [27] Neural Network-based Taxonomic Clustering for Metagenomics
    Essinger, Steven D.
    Polikar, Robi
    Rosen, Gail L.
    [J]. 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010, 2010,
  • [28] Neural network-based clustering for agriculture management
    Tasdemir, Kadim
    Wirnhardt, Csaba
    [J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2012,
  • [29] The application of modified BP neural network method to the evaluation of the quality of teaching
    [J]. 1600, Trans Tech Publications Ltd, Kreuzstrasse 10, Zurich-Durnten, CH-8635, Switzerland (710):
  • [30] Application of Grey Prediction and BP Neural Network in Hydrologic Prediction
    Huang, Jun
    Jin, Pingwei
    Xiang, Jiaping
    Li, Lanbin
    Jiang, Xuebing
    Wei, Congmou
    [J]. 2015 INTERNATIONAL CONFERENCE ON ENERGY, MATERIALS AND MANUFACTURING ENGINEERING (EMME 2015), 2015, 25
12345