River flow prediction using fuzzy - Neural network modeling

被引:0
|
作者
Deka, P [1 ]
Chandramouli, V [1 ]
机构
[1] Indian Inst Technol, Dept Civil Engn, Gauhati, India
关键词
D O I
暂无
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The need to build and live along rivers creates the necessity for accurate calculation of water levels and flow rates. Also, it requires developing flow routing models. The models, which can be used for low flows as well as high flows through rivers, is of present day need for the civil engineers. A river flow prediction model has been developed in this study based on fuzzy-neural network approach and it gives better performance than artificial neural network model.
引用
收藏
页码:711 / 714
页数:4
相关论文
共 50 条
  • [21] Traffic Flow Prediction Using Neural Network
    Jiber, Mouna
    Lamouik, Imad
    Ali, Yahyaouy
    Sabri, My Abdelouahed
    [J]. 2018 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND COMPUTER VISION (ISCV2018), 2018,
  • [22] River flow modeling using artificial neural networks
    Kisi, Ö
    [J]. JOURNAL OF HYDROLOGIC ENGINEERING, 2004, 9 (01) : 60 - 63
  • [23] Destructive fuzzy modeling using neural gas network
    Kishida, K
    Miyajima, H
    Maeda, M
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1997, E80A (09) : 1578 - 1584
  • [24] Destructive fuzzy modeling using neural gas network
    Kagoshima Univ, Kagoshima-shi, Japan
    [J]. IEICE Trans Fund Electron Commun Comput Sci, 9 (1578-1584):
  • [25] Rule extraction through fuzzy modeling using fuzzy neural network
    Matsushita, S
    Furuhashi, T
    Tsutsui, H
    [J]. IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE, 1998, : 35 - 38
  • [26] Modeling Malware Prediction Using Artificial Neural Network
    Anuar, Syahid
    Ahmad, Noor Azurati
    Sahibuddin, Shamsul
    Ariffin, Aswami
    Saupi, Afifah
    Zamani, Nazri Ahmad
    Jeffry, Yasmin
    Efendy, Firham
    [J]. NEW TRENDS IN INTELLIGENT SOFTWARE METHODOLOGIES, TOOLS AND TECHNIQUES (SOMET_18), 2018, 303 : 240 - 248
  • [27] Using neural network modeling for air quality prediction
    Del, Irina, V
    Starchenko, Alexander, V
    [J]. VESTNIK TOMSKOGO GOSUDARSTVENNOGO UNIVERSITETA-UPRAVLENIE VYCHISLITELNAJA TEHNIKA I INFORMATIKA-TOMSK STATE UNIVERSITY JOURNAL OF CONTROL AND COMPUTER SCIENCE, 2023, (65): : 15 - 24
  • [28] Fuzzy neural network for fuzzy modeling and control
    Lu, HC
    [J]. FIRST INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ELECTRONIC SYSTEMS, PROCEEDINGS 1997 - KES '97, VOLS 1 AND 2, 1997, : 186 - 192
  • [29] Analyze of using fuzzy neural network in market share prediction
    Zhang Xiaoli
    [J]. Advanced Computer Technology, New Education, Proceedings, 2007, : 159 - 162
  • [30] Material property prediction using neural-fuzzy network
    Chen, MY
    [J]. PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 1092 - 1097