The Study on the Gray Neural Network Model and Its Application in the Prediction

被引:0
|
作者
Peng Wen-tao [1 ]
Wu Jun [1 ]
Chen Ying-qing [2 ]
Xiao Xuan [2 ]
Zhong Luo [2 ]
机构
[1] Wuhan Univ Technol, Coll Civil Engn & Architecture, Wuhan 430070, Peoples R China
[2] Wuhan Univ Technol, Sch Comp Sci & Technol, Wuhan 430070, Peoples R China
关键词
Gray neutral network; pile capacity; Prediction model;
D O I
10.1109/KESE.2009.15
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The study on the bearing capacity and settlement is important to a project. It is useful and concrete to develop a model with some intelligent methods in artificial intelligence area for the prediction of some big structure projects. The validity of the models has been proved by some civil engineering practices. Therefore, the research of bearing capacity and settlement characteristics of rigid pile composite foundation has been the focus of the basic engineering research area in foundations. This paper established a model based on the Cray RBF neutral network which is a combination of gray model and RBF neutral network model and realized the model with Matlab7.0.
引用
收藏
页码:28 / +
页数:2
相关论文
共 50 条
  • [1] Gray Wavelet Neural Network and Its Application in Mining Waste Prediction
    Zhou, Guangzhu
    Wang, Cuizhen
    Wang, Shihao
    Yin, Xin
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC), VOL 1, 2016, : 164 - 168
  • [2] A Study on Gray Neural Network Model
    Wen, Lei
    Zhang, Ernv
    2016 PPH INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE AND ENVIRONMENT (PPH-SSE 2016), VOL 1, 2016, 6 : 73 - 78
  • [3] RBF Neural Network Model and its Application in the Prediction of Output in Oilfield
    Zhu, Changjun
    Wang, Yanmin
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 3212 - 3215
  • [4] Grey neural network model and its application in coal demand prediction
    Qiuhong, L., 1600, Asian Network for Scientific Information (12):
  • [5] Neural Network Based Combining Prediction Model And Its Application In Ship Motion Prediction
    Peng, Xiuyan
    Hu, Zhonghui
    Li, Tengfei
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 5624 - 5627
  • [6] Neural Network Fault Prediction and Its Application
    Li, Jiejia
    Qiao, Feng
    Guo, Tongying
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 740 - 743
  • [7] A Method Of Network Security Situation Prediction Based on Gray Neural Network Model
    Nian, Liu
    Geng, Li
    Yong, Liu
    ADVANCED RESEARCH ON MECHANICAL ENGINEERING, INDUSTRY AND MANUFACTURING ENGINEERING, PTS 1 AND 2, 2011, 63-64 : 936 - +
  • [8] A neural network prediction model for a psychiatric application
    Linstrom, KR
    Boye, AJ
    ICCIMA 2005: Sixth International Conference on Computational Intelligence and Multimedia Applications, Proceedings, 2005, : 36 - 40
  • [9] Generalized wavelet neural network model and its application in time series prediction
    Banakar, Ahmad
    Azeem, Mohammad Fazle
    2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 1-10, 2006, : 882 - +
  • [10] Complex-Valued Neural Network Model and Its Application to Stock Prediction
    Wang, Haifeng
    Yang, Bin
    Lv, Jiaguo
    PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS (HIS 2016), 2017, 552 : 21 - 28