Artificial neural network based predictive method for flood disaster

被引：28
|
作者：
Wei, YM
Xu, WX
Fan, Y
Tasi, HT
机构：
[1] Chinese Acad Sci, Inst Policy & Mangement, Beijing 100080, Peoples R China
[2] Natl Sun Yat Sen Univ, Dept Business Management, Kaohsiung 80424, Taiwan
来源：
COMPUTERS & INDUSTRIAL ENGINEERING | 2002年 / 42卷 / 2-4期
关键词：
artificial neural network; predictive method; flood disaster;
D O I：
10.1016/S0360-8352(02)00047-5
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
Most of flood disaster predictions belong to ill-structured problems, while artificial neural network (ANN) has several characteristics that are suitable for solving them. In this paper, a neural network based predictive method for flood disaster problem is proposed in which the neural network model and its basic designing principles are described, and an example of flood disaster area in China from 1949 to 1994 is used for demonstration. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码：383 / 390
页数：8
相关论文
共 50 条
  • [1] PREDICTIVE METHOD OF NONLINEAR SYSTEM BASED ON ARTIFICIAL NEURAL NETWORK AND SVM
    Li Yang
    Fu Pan
    Ji Wei-Feng
    Shi Sheng-Wei
    Zhang Yong
    Zhang Tao
    OXIDATION COMMUNICATIONS, 2016, 39 (1A): : 1226 - 1235
  • [2] Flood forecasting based on an artificial neural network scheme
    Dtissibe, Francis Yongwa
    Ari, Ado Adamou Abba
    Titouna, Chafiq
    Thiare, Ousmane
    Gueroui, Abdelhak Mourad
    NATURAL HAZARDS, 2020, 104 (02) : 1211 - 1237
  • [3] Flood forecasting based on an artificial neural network scheme
    Francis Yongwa Dtissibe
    Ado Adamou Abba Ari
    Chafiq Titouna
    Ousmane Thiare
    Abdelhak Mourad Gueroui
    Natural Hazards, 2020, 104 : 1211 - 1237
  • [4] A Study on a New Method for the Analysis of Flood Risk Assessment Based on Artificial Neural Network
    Li, Qiong
    ADVANCES IN COMPUTER SCIENCE, ENVIRONMENT, ECOINFORMATICS, AND EDUCATION, PT 5, 2011, 218 : 262 - 266
  • [5] Flood Disaster Evaluation Based on Improved BP Neural Network Model
    Yang, Xiaoling
    Zhou, Jianzhong
    Ding, Jiehua
    Zhang, Yongchuan
    ADVANCES IN MANUFACTURING TECHNOLOGY, PTS 1-4, 2012, 220-223 : 2462 - 2465
  • [6] A new predictive mechanism based on artificial neural network
    Li, Dong
    Yu, Wenqiang
    2006 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, PTS 1 AND 2, PROCEEDINGS, 2006, : 333 - 338
  • [7] Storm surge disaster evaluation model based on an artificial neural network
    纪芳
    侯一筠
    Chinese Journal of Oceanology and Limnology, 2011, 29 (05) : 1142 - 1146
  • [8] Storm surge disaster evaluation model based on an artificial neural network
    Ji Fang
    Hou Yijun
    CHINESE JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2011, 29 (05): : 1142 - 1146
  • [9] Storm surge disaster evaluation model based on an artificial neural network
    Fang Ji
    Yijun Hou
    Chinese Journal of Oceanology and Limnology, 2011, 29 : 1142 - 1146
  • [10] Storm surge disaster evaluation model based on an artificial neural network
    纪芳
    侯一筠
    Journal of Oceanology and Limnology, 2011, (05) : 1142 - 1146
12345