Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN
出版年份 2020 全文链接
标题
Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN
作者
关键词
-
出版物
Sustainability
Volume 12, Issue 10, Pages 4023
出版商
MDPI AG
发表日期
2020-05-14
DOI
10.3390/su12104023
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Evaluating Different Machine Learning Models for Runoff and Suspended Sediment Simulation
- (2019) Ashish Kumar et al. WATER RESOURCES MANAGEMENT
- A Novel Approach for Prediction of Monthly Ground Water Level Using a Hybrid Wavelet and Non-Tuned Self-Adaptive Machine Learning Model
- (2019) Maryam Malekzadeh et al. WATER RESOURCES MANAGEMENT
- Spatiotemporal Dimensions of Water Stress Accounting: Incorporating Groundwater–Surface Water Interactions and Ecological Thresholds
- (2019) Sara Alian et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Simulation of groundwater level fluctuations in response to main climate parameters using a wavelet–ANN hybrid technique for the Shabestar Plain, Iran
- (2019) Esmaeil Jeihouni et al. Environmental Earth Sciences
- Comparative applications of data-driven models representing water table fluctuations
- (2019) Jina Jeong et al. JOURNAL OF HYDROLOGY
- Groundwater level forecasting using soft computing techniques
- (2019) N. Natarajan et al. NEURAL COMPUTING & APPLICATIONS
- Application of Three Metaheuristic Techniques in Simulation of Concrete Slump
- (2019) Moayedi et al. Applied Sciences-Basel
- Meteorological data mining and hybrid data-intelligence models for reference evaporation simulation: A case study in Iraq
- (2019) Khabat Khosravi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm
- (2019) Canyi Lu et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Herding Behaviors of grasshopper and Harris hawk for hybridizing the neural network in predicting the soil compression coefficient
- (2019) Hossein Moayedi et al. MEASUREMENT
- Grasshopper optimization algorithm based two stage fuzzy multiobjective approach for optimum sizing and placement of distributed generations, shunt capacitors and electric vehicle charging stations
- (2019) Srinivasa Rao Gampa et al. Journal of Energy Storage
- Model output statistics downscaling using support vector machine for the projection of spatial and temporal changes in rainfall of Bangladesh
- (2018) Sahar Hadi Pour et al. ATMOSPHERIC RESEARCH
- Comparison of Support Vector Machine and Extreme Gradient Boosting for predicting daily global solar radiation using temperature and precipitation in humid subtropical climates: A case study in China
- (2018) Junliang Fan et al. ENERGY CONVERSION AND MANAGEMENT
- A combination of objective functions and hybrid Krill herd algorithm for text document clustering analysis
- (2018) Laith Mohammad Abualigah et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Bagging based Support Vector Machines for spatial prediction of landslides
- (2018) Binh Thai Pham et al. Environmental Earth Sciences
- Fuzzy adaptive cat swarm algorithm and Borda method for solving dynamic multi-objective problems
- (2018) Maysam Orouskhani et al. EXPERT SYSTEMS
- Krill herd algorithm-based neural network in structural seismic reliability evaluation
- (2018) Panagiotis G. Asteris et al. MECHANICS OF ADVANCED MATERIALS AND STRUCTURES
- Groundwater level fluctuations simulation and prediction by ANFIS- and hybrid Wavelet-ANFIS/Fuzzy C-Means (FCM) clustering models: Application to the Miandarband plain
- (2018) Mohammad Zare et al. Journal of Hydro-environment Research
- Binary Grasshopper Optimisation Algorithm Approaches for Feature Selection Problems
- (2018) Majdi Mafarja et al. EXPERT SYSTEMS WITH APPLICATIONS
- Using artificial neural network models for groundwater level forecasting and assessment of the relative impacts of influencing factors
- (2018) Sanghoon Lee et al. HYDROGEOLOGY JOURNAL
- Assessment of Machine Learning Techniques for Monthly Flow Prediction
- (2018) Zahra Alizadeh et al. Water
- The potential of hybrid evolutionary fuzzy intelligence model for suspended sediment concentration prediction
- (2018) Ozgur Kisi et al. CATENA
- Combined gamma and M-test-based ANN and ARIMA models for groundwater fluctuation forecasting in semiarid regions
- (2017) Bahram Choubin et al. Environmental Earth Sciences
- Prediction of Groundwater Level in Ardebil Plain Using Support Vector Regression and M5 Tree Model
- (2017) Mohammad Taghi Sattari et al. Groundwater
- Modelling long-term groundwater fluctuations by extreme learning machine using hydro-climatic data
- (2017) Meysam Alizamir et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Comparative Analysis of ANN and SVM Models Combined with Wavelet Preprocess for Groundwater Depth Prediction
- (2017) Ting Zhou et al. Water
- Prediction of Groundwater Level in Ardebil Plain Using Support Vector Regression and M5 Tree Model
- (2017) Mohammad Taghi Sattari et al. Groundwater
- Optimisation of Biodiesel Production Using Taguchi Model
- (2017) Deepayan Priyadarshi et al. Waste and Biomass Valorization
- Optimal design of BP algorithm by ACOR model for groundwater-level forecasting: A case study on Shabestar plain, Iran
- (2016) Ziba Hosseini et al. Arabian Journal of Geosciences
- A method to improve the stability and accuracy of ANN- and SVM-based time series models for long-term groundwater level predictions
- (2016) Heesung Yoon et al. COMPUTERS & GEOSCIENCES
- Using Artificial Neural Network Approach for Simultaneous Forecasting of Weekly Groundwater Levels at Multiple Sites
- (2015) S. Mohanty et al. WATER RESOURCES MANAGEMENT
- A framework for propagation of uncertainty contributed by parameterization, input data, model structure, and calibration/validation data in watershed modeling
- (2014) Haw Yen et al. ENVIRONMENTAL MODELLING & SOFTWARE
- An integrated wavelet-support vector machine for groundwater level prediction in Visakhapatnam, India
- (2014) Ch. Suryanarayana et al. NEUROCOMPUTING
- Prediction the Groundwater Level of Bastam Plain (Iran) by Artificial Neural Network (ANN) and Adaptive Neuro-Fuzzy Inference System (ANFIS)
- (2014) Samad Emamgholizadeh et al. WATER RESOURCES MANAGEMENT
- Cat Swarm Optimization algorithm for optimal linear phase FIR filter design
- (2013) Suman Kumar Saha et al. ISA TRANSACTIONS
- A Wavelet-ANFIS Hybrid Model for Groundwater Level Forecasting for Different Prediction Periods
- (2013) Vahid Moosavi et al. WATER RESOURCES MANAGEMENT
- Prediction and simulation of monthly groundwater levels by genetic programming
- (2013) E. Fallah-Mehdipour et al. Journal of Hydro-environment Research
- Groundwater modeling using hybrid of artificial neural network with genetic algorithm
- (2012) Amir Jalalkamali African Journal of Agricultural Research
- Krill herd: A new bio-inspired optimization algorithm
- (2012) Amir Hossein Gandomi et al. Communications in Nonlinear Science and Numerical Simulation
- Solving multiobjective problems using cat swarm optimization
- (2011) Pyari Mohan Pradhan et al. EXPERT SYSTEMS WITH APPLICATIONS
- Monthly groundwater level prediction using ANN and neuro-fuzzy models: a case study on Kerman plain, Iran
- (2011) Amir Jalalkamali et al. JOURNAL OF HYDROINFORMATICS
- Artificial Neural Network (ANN) Based Modeling for Karstic Groundwater Level Simulation
- (2010) Ioannis C. Trichakis et al. WATER RESOURCES MANAGEMENT
- Artificial Neural Network Modeling for Groundwater Level Forecasting in a River Island of Eastern India
- (2009) Sheelabhadra Mohanty et al. WATER RESOURCES MANAGEMENT
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreDiscover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversation