Analyzing groundwater level with hybrid ANN and ANFIS using metaheuristic optimization

被引:0
|
作者
Thandra Jithendra
S. Sharief Basha
机构
[1] Vellore Institute of Technology,Department of Mathematics, School of Advanced Sciences
[2] Tamil Nadu,undefined
来源
Earth Science Informatics | 2023年 / 16卷
关键词
Groundwater level prediction; ANN; ANFIS; IRSA optimization; Machine learning;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:3323 / 3353
页数:30
相关论文
共 50 条
  • [1] Analyzing groundwater level with hybrid ANN and ANFIS using metaheuristic optimization
    Jithendra, Thandra
    Basha, S. Sharief
    [J]. EARTH SCIENCE INFORMATICS, 2023, 16 (04) : 3323 - 3353
  • [2] Optimization of Wavelet-ANFIS and Wavelet-ANN Hybrid Models by Taguchi Method for Groundwater Level Forecasting
    Vahid Moosavi
    Mehdi Vafakhah
    Bagher Shirmohammadi
    Maryam Ranjbar
    [J]. Arabian Journal for Science and Engineering, 2014, 39 : 1785 - 1796
  • [3] Optimization of Wavelet-ANFIS and Wavelet-ANN Hybrid Models by Taguchi Method for Groundwater Level Forecasting
    Moosavi, Vahid
    Vafakhah, Mehdi
    Shirmohammadi, Bagher
    Ranjbar, Maryam
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (03) : 1785 - 1796
  • [4] Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN
    Seifi, Akram
    Ehteram, Mohammad
    Singh, Vijay P.
    Mosavi, Amir
    [J]. SUSTAINABILITY, 2020, 12 (10)
  • [5] Using ANN and ANFIS Models for simulating and predicting Groundwater Level Fluctuations in the Miandarband Plain, Iran
    Zare, M.
    Koch, M.
    [J]. SUSTAINABLE HYDRAULICS IN THE ERA OF GLOBAL CHANGE: ADVANCES IN WATER ENGINEERING AND RESEARCH, 2016, : 416 - 423
  • [6] Higher order ANN parameter optimization using hybrid opposition-elitism based metaheuristic
    Bighnaraj Naik
    Janmenjoy Nayak
    Pandit Byomakesha Dash
    [J]. Evolutionary Intelligence, 2022, 15 : 2055 - 2075
  • [7] Higher order ANN parameter optimization using hybrid opposition-elitism based metaheuristic
    Naik, Bighnaraj
    Nayak, Janmenjoy
    Dash, Pandit Byomakesha
    [J]. EVOLUTIONARY INTELLIGENCE, 2022, 15 (03) : 2055 - 2075
  • [8] Regression Modeling with ANN and Its Application in Analyzing Dynamics of Groundwater Level
    YANG Hua\|min\ \ GONG Yue\ \ JIANG Hui\|lin Changchun Institute of Optics and Fine Mechanics
    [J]. Journal of Systems Science and Systems Engineering, 1999, (03) : 262 - 266
  • [9] Application of ANN and ANFIS model on monthly groundwater level fluctuation in lower Bhavani River Basin
    Vetrivel, N.
    Elangovan, K.
    [J]. INDIAN JOURNAL OF GEO-MARINE SCIENCES, 2017, 46 (10) : 2114 - 2121
  • [10] Forecasting of energy-related carbon dioxide emission using ANN combined with hybrid metaheuristic optimization algorithms
    Moayedi, Hossein
    Mukhtar, Azfarizal
    Ben Khedher, Nidhal
    Elbadawi, Isam
    Amara, Mouldi Ben
    Quynh, T. T.
    Khalilpoor, Nima
    [J]. ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS, 2024, 18 (01)