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
  • [21] Neural network and its application to the prediction of nonlinear time sequence
    Xitong Gongcheng Lilum yu Shijian, 6 (97-99):
  • [22] Gray relation weighted wavelet neural network integrated model and its application in rotating machinery fault diagnosis
    Jia, Xiaohui
    Xiao, Xinping
    Wen, Jianghui
    International Journal of Advanced Manufacturing Technology, 2023,
  • [23] United Grey System-Neural Network Model and its Application in Prediction of Groundwater Level
    Zhu, Changjun
    Ju, Qin
    2009 INTERNATIONAL CONFERENCE ON INDUSTRIAL MECHATRONICS AND AUTOMATION, 2009, : 434 - +
  • [24] An effective two-stage neural network model and its application on flood loss prediction
    Yang, L
    Zuo, C
    Wang, YG
    ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS, 2005, 3498 : 1010 - 1016
  • [25] Application of the BP Neural Network Model of Gray Relational Analysis in Economic Management
    Li, Zhuojie
    JOURNAL OF MATHEMATICS, 2022, 2022
  • [26] A study on gray neural network modeling
    Zhong, L
    Yuan, JL
    Xia, HX
    Zou, CM
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 2021 - 2023
  • [27] Neural network model for classification algorithms and its application
    Ye Qian
    2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 203 - 208
  • [28] FUZZY ART NEURAL NETWORK MODEL AND ITS APPLICATION
    Gu, Ming
    2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 1, 2009, : 195 - 198
  • [29] Application of BP neural network model in prediction of polar motion
    College of Aerospace Science and Engineering, National University of Defense Technology, Changsha
    410073, China
    不详
    233012, China
    Guofang Keji Daxue Xuebao, 2 (156-160):
  • [30] The Application of Neural Network Model in Earthquake Prediction in East China
    Xie, Juan
    Qiu, Jian-Feng
    Li, Wei
    Wang, Ji-Wen
    ADVANCES IN COMPUTER SCIENCE, INTELLIGENT SYSTEM AND ENVIRONMENT, VOL 3, 2011, 106 : 79 - +