Implementation of hybrid particle swarm optimization-differential evolution algorithms coupled with multi-layer perceptron for suspended sediment load estimation
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Implementation of hybrid particle swarm optimization-differential evolution algorithms coupled with multi-layer perceptron for suspended sediment load estimation
Authors
Keywords
Differential evolution algorithm, Hybrid technique, Mahabad river, Multi-layer perceptron, Particle swarm optimization, Suspended sediment load
Journal
CATENA
Volume 198, Issue -, Pages 105024
Publisher
Elsevier BV
Online
2020-11-09
DOI
10.1016/j.catena.2020.105024
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Estimation of solar radiation using neighboring stations through hybrid support vector regression boosted by Krill Herd algorithm
- (2020) Babak Mohammadi et al. Arabian Journal of Geosciences
- Hybridization of multivariate adaptive regression splines and random forest models with an empirical equation for sediment deposition prediction in open channel flow
- (2020) Mir Jafar Sadegh Safari JOURNAL OF HYDROLOGY
- Developing Novel Robust Models to Improve the Accuracy of Daily Streamflow Modeling
- (2020) Babak Mohammadi et al. WATER RESOURCES MANAGEMENT
- Invasive weed optimization-based adaptive neuro-fuzzy inference system hybrid model for sediment transport with a bed deposit
- (2020) Mir Jafar Sadegh Safari et al. JOURNAL OF CLEANER PRODUCTION
- Conjunction of a newly proposed emotional ANN (EANN) and wavelet transform for suspended sediment load modeling
- (2019) Elnaz Sharghi et al. Water Science and Technology-Water Supply
- New Approach for Sediment Yield Forecasting with a Two-Phase Feedforward Neuron Network-Particle Swarm Optimization Model Integrated with the Gravitational Search Algorithm
- (2019) Sarita Gajbhiye Meshram et al. WATER RESOURCES MANAGEMENT
- Evaluating the performance of four different heuristic approaches with Gamma test for daily suspended sediment concentration modeling
- (2019) Anurag Malik et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Assessment of bio-inspired metaheuristic optimisation algorithms for estimating soil temperature
- (2019) Roozbeh Moazenzadeh et al. GEODERMA
- Sediment transport modeling in rigid boundary open channels using generalize structure of group method of data handling
- (2019) Mir Jafar Sadegh Safari et al. JOURNAL OF HYDROLOGY
- Investigation on the Potential to Integrate Different Artificial Intelligence Models with Metaheuristic Algorithms for Improving River Suspended Sediment Predictions
- (2019) Ehteram et al. Applied Sciences-Basel
- Comparative assessment of time series and artificial intelligence models to estimate monthly streamflow: A local and external data analysis approach
- (2019) Saeid Mehdizadeh et al. JOURNAL OF HYDROLOGY
- Monthly long-term rainfall estimation in Central India using M5Tree, MARS, LSSVR, ANN and GEP models
- (2018) Rasoul Mirabbasi et al. NEURAL COMPUTING & APPLICATIONS
- Estimating suspended sediment load with multivariate adaptive regression spline, teaching-learning based optimization, and artificial bee colony models
- (2018) Banu Yilmaz et al. SCIENCE OF THE TOTAL ENVIRONMENT
- What Is the Potential of Integrating Phase Space Reconstruction with SVM-FFA Data-Intelligence Model? Application of Rainfall Forecasting over Regional Scale
- (2018) Hai Tao et al. WATER RESOURCES MANAGEMENT
- River flow prediction using hybrid PSOGSA algorithm based on feed-forward neural network
- (2018) Sarita Gajbhiye Meshram et al. SOFT COMPUTING
- Self-cleansing design of sewers: definition of the optimum deposited bed thickness
- (2018) Mir Jafar Sadegh Safari et al. WATER ENVIRONMENT RESEARCH
- Design of a Hybrid ANFIS–PSO Model to Estimate Sediment Transport in Open Channels
- (2018) Isa Ebtehaj et al. Iranian Journal of Science and Technology-Transactions of Civil Engineering
- The potential of hybrid evolutionary fuzzy intelligence model for suspended sediment concentration prediction
- (2018) Ozgur Kisi et al. CATENA
- Daily suspended sediment simulation using machine learning approach
- (2016) Dheeraj Kumar et al. CATENA
- Assessment of several nonlinear methods in forecasting suspended sediment concentration in streams
- (2016) Mohammad Zounemat-Kermani HYDROLOGY RESEARCH
- Artificial neural network and regression models for flow velocity at sediment incipient deposition
- (2016) Mir-Jafar-Sadegh Safari et al. JOURNAL OF HYDROLOGY
- A Hybrid PSO and DE Algorithm for Solving Engineering Optimization Problems
- (2016) Ahmed F. Ali et al. Applied Mathematics & Information Sciences
- A Hybrid PSO and DE Algorithm for Solving Engineering Optimization Problems
- (2016) Ahmed F. Ali et al. Applied Mathematics & Information Sciences
- Assessment of several nonlinear methods in forecasting suspended sediment concentration in streams
- (2016) Mohammad Zounemat-Kermani Hydrology Research
- Artificial intelligence based models for stream-flow forecasting: 2000–2015
- (2015) Zaher Mundher Yaseen et al. JOURNAL OF HYDROLOGY
- Flood risk assessment for urban water system in a changing climate using artificial neural network
- (2015) M. Abdellatif et al. NATURAL HAZARDS
- Optimal groundwater remediation design of pump and treat systems via a simulation–optimization approach and firefly algorithm
- (2014) Mohammad Javad Kazemzadeh-Parsi et al. ENGINEERING OPTIMIZATION
- Artificial neural network weights optimization based on social-based algorithm to realize sediment over the river
- (2014) Fatemeh Ramezani et al. SOFT COMPUTING
- Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression
- (2013) Taskin Kavzoglu et al. Landslides
- Solving dynamic economic dispatch problem with security constraints using bacterial foraging PSO-DE algorithm
- (2012) K. Vaisakh et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Performance assessment of PSO, DE and hybrid PSO–DE algorithms when applied to the dispatch of generation and demand
- (2012) Thaís de Fátima Araújo et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Daily suspended sediment load prediction using artificial neural networks and support vector machines
- (2012) E. Kakaei Lafdani et al. JOURNAL OF HYDROLOGY
- Development of GEP-based functional relationship for sediment transport in tropical rivers
- (2012) Aminuddin Ab. Ghani et al. NEURAL COMPUTING & APPLICATIONS
- River Suspended Sediment Prediction Using Various Multilayer Perceptron Neural Network Training Algorithms—A Case Study in Malaysia
- (2012) M. R. Mustafa et al. WATER RESOURCES MANAGEMENT
- Suspended sediment load prediction of river systems: An artificial neural network approach
- (2011) A.M. Melesse et al. AGRICULTURAL WATER MANAGEMENT
- Machine Learning Approach to Predict Sediment Load - A Case Study
- (2010) Hazi Md. Azamathulla et al. CLEAN-Soil Air Water
- River Suspended Sediment Load Prediction: Application of ANN and Wavelet Conjunction Model
- (2010) Taher Rajaee et al. JOURNAL OF HYDROLOGIC ENGINEERING
- River suspended sediment concentration modeling using a neural differential evolution approach
- (2010) Özgür Kişi JOURNAL OF HYDROLOGY
- Gene expression programming for total bed material load estimation—a case study
- (2010) Nor Azazi Zakaria et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Sediment load prediction by genetic algorithms
- (2009) Abdüsselam Altunkaynak ADVANCES IN ENGINEERING SOFTWARE
- Increase in suspended sediment discharge of the Amazon River assessed by monitoring network and satellite data
- (2009) J.M. Martinez et al. CATENA
- Suspended sediment concentration estimation by an adaptive neuro-fuzzy and neural network approaches using hydro-meteorological data
- (2009) M. Cobaner et al. JOURNAL OF HYDROLOGY
- Daily suspended sediment concentration simulation using ANN and neuro-fuzzy models
- (2009) Taher Rajaee et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Adaptive neuro-fuzzy computing technique for suspended sediment estimation
- (2008) Ozgur Kisi et al. ADVANCES IN ENGINEERING SOFTWARE
- Modelling daily suspended sediment of rivers in Turkey using several data-driven techniques / Modélisation de la charge journalière en matières en suspension dans des rivières turques à l'aide de plusieurs techniques empiriques
- (2008) OZGUR KISI et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Complex variations in sediment transport at three large river bifurcations during discharge waves in the river Rhine
- (2008) ROY M. FRINGS et al. SEDIMENTOLOGY
- An ANFIS-based approach for predicting the bed load for moderately sized rivers
- (2008) H. Md. Azamathulla et al. Journal of Hydro-environment Research
- The catchment sediment budget as a management tool
- (2007) D.E. Walling et al. ENVIRONMENTAL SCIENCE & POLICY
- Constructing neural network sediment estimation models using a data-driven algorithm
- (2007) Özgür Kisi MATHEMATICS AND COMPUTERS IN SIMULATION
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationPublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More