Multi-step-ahead forecast of reservoir water availability with improved quantum-based GWO coupled with the AI-based LSSVM model

Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forecasting

(2020) Ganggang Zuo et al.   JOURNAL OF HYDROLOGY

Exploring a Long Short-Term Memory based Encoder-Decoder Framework for Multi-Step-Ahead Flood Forecasting

(2020) I-Feng Kao et al.   JOURNAL OF HYDROLOGY

Comparison of LSSVM model results with artificial neural network model for determination of the solubility of SO2 in ionic liquids

(2020) Hadi Mokarizadeh et al.   JOURNAL OF MOLECULAR LIQUIDS

Artificial Neural Network and Grey Wolf Optimizer Based Surrogate Simulation-Optimization Model for Groundwater Remediation

(2020) Partha Majumder et al.   WATER RESOURCES MANAGEMENT

Many-objective optimization with improved shuffled frog leaping algorithm for inter-basin water transfers

(2020) Yuxue Guo et al.   ADVANCES IN WATER RESOURCES

A Quantum-behaved Simulated Annealing Enhanced Moth-flame Optimization Method

(2020) Caiyang Yu et al.   APPLIED MATHEMATICAL MODELLING

A general framework and guidelines for benchmarking computational intelligence algorithms applied to forecasting problems derived from an application domain-oriented survey

(2020) Mihaela Oprea   APPLIED SOFT COMPUTING

Short-term wind speed prediction based on LMD and improved FA optimized combined kernel function LSSVM

(2020) Zhongda Tian   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Monthly runoff time series prediction by variational mode decomposition and support vector machine based on quantum-behaved particle swarm optimization

(2020) Zhong-kai Feng et al.   JOURNAL OF HYDROLOGY

Improved Binary Grey Wolf Optimizer and Its application for feature selection

(2020) Pei Hu et al.   KNOWLEDGE-BASED SYSTEMS

Combining statistical machine learning models with ARIMA for water level forecasting: The case of the Red river

(2020) Thi-Thu-Hong Phan et al.   ADVANCES IN WATER RESOURCES

A memory-based Grey Wolf Optimizer for global optimization tasks

(2020) Shubham Gupta et al.   APPLIED SOFT COMPUTING

An improved quantum particle swarm optimization algorithm for environmental economic dispatch

(2020) Zhao Xin-gang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Reference evapotranspiration estimating based on optimal input combination and hybrid artificial intelligent model: Hybridization of artificial neural network with grey wolf optimizer algorithm

(2020) Saman Maroufpoor et al.   JOURNAL OF HYDROLOGY

Rainfall-runoff modelling using improved machine learning methods: Harris hawks optimizer vs. particle swarm optimization

(2020) Yazid Tikhamarine et al.   JOURNAL OF HYDROLOGY

Explore an evolutionary recurrent ANFIS for modelling multi-step-ahead flood forecasts

(2019) Yanlai Zhou et al.   JOURNAL OF HYDROLOGY

A Comparative Study of MLR, KNN, ANN and ANFIS Models with Wavelet Transform in Monthly Stream Flow Prediction

(2019) Ahmad Khazaee Poul et al.   WATER RESOURCES MANAGEMENT

Using a simple post-processor to predict residual uncertainty for multiple hydrological model outputs

(2019) L.B. Ehlers et al.   ADVANCES IN WATER RESOURCES

Sustainable water supply systems for the islands: The integration with the energy problem

(2019) Christiana M. Papapostolou et al.   RENEWABLE ENERGY

Multi-Scenario Model Predictive Control Based on Genetic Algorithms for Level Regulation of Open Water Systems under Ensemble Forecasts

(2019) Xin Tian et al.   WATER RESOURCES MANAGEMENT

Forecasting reservoir monthly runoff via ensemble empirical mode decomposition and extreme learning machine optimized by an improved gravitational search algorithm

(2019) Wen-jing Niu et al.   APPLIED SOFT COMPUTING

The reproducing kernel particle Petrov–Galerkin method for solving two-dimensional nonstationary incompressible Boussinesq equations

(2019) Mostafa Abbaszadeh et al.   ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS

A generic data-driven technique for forecasting of reservoir inflow: Application for hydropower maximization

(2019) Shahryar Khalique Ahmad et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Application of Heuristic Approaches for Prediction of Hydrological Drought Using Multi-scalar Streamflow Drought Index

(2019) Anurag Malik et al.   WATER RESOURCES MANAGEMENT

Hybrid forecasting model for non-stationary daily runoff series: A case study in the Han River Basin, China

(2019) Tuo Xie et al.   JOURNAL OF HYDROLOGY

Novel quantum inspired approaches for automatic clustering of gray level images using Particle Swarm Optimization, Spider Monkey Optimization and Ageist Spider Monkey Optimization algorithms

(2019) Alokananda Dey et al.   APPLIED SOFT COMPUTING

Real-time reservoir operation using recurrent neural networks and inflow forecast from a distributed hydrological model

(2019) Shuyu Yang et al.   JOURNAL OF HYDROLOGY

Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm

(2019) Yazid Tikhamarine et al.   JOURNAL OF HYDROLOGY

Using AR, MA, and ARMA Time Series Models to Improve the Performance of MARS and KNN Approaches in Monthly Precipitation Modeling under Limited Climatic Data

(2019) Saeid Mehdizadeh   WATER RESOURCES MANAGEMENT

Modeling of cetane number of biodiesel from fatty acid methyl ester (FAME) information using GA-, PSO-, and HGAPSO- LSSVM models

(2019) Amin Bemani et al.   RENEWABLE ENERGY

A novel effective diagnosis model based on optimized least squares support machine for gene microarray

(2018) Xinteng Gao et al.   APPLIED SOFT COMPUTING

Wind speed forecasting method based on deep learning strategy using empirical wavelet transform, long short term memory neural network and Elman neural network

(2018) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

An upwind local radial basis functions-differential quadrature (RBF-DQ) method with proper orthogonal decomposition (POD) approach for solving compressible Euler equation

(2018) Mehdi Dehghan et al.   ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS

An exploration-enhanced grey wolf optimizer to solve high-dimensional numerical optimization

(2018) Wen Long et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Chaotic opposition-based grey-wolf optimization algorithm based on differential evolution and disruption operator for global optimization

(2018) Rehab Ali Ibrahim et al.   EXPERT SYSTEMS WITH APPLICATIONS

An adaptive middle and long-term runoff forecast model using EEMD-ANN hybrid approach

(2018) Qiao-Feng Tan et al.   JOURNAL OF HYDROLOGY

Simulation and forecasting of streamflows using machine learning models coupled with base flow separation

(2018) Hakan Tongal et al.   JOURNAL OF HYDROLOGY

Multi-Objective Differential Evolution-Chaos Shuffled Frog Leaping Algorithm for Water Resources System Optimization

(2018) Guohua Fang et al.   WATER RESOURCES MANAGEMENT

Evaluation of SVM, ELM and four tree-based ensemble models for predicting daily reference evapotranspiration using limited meteorological data in different climates of China

(2018) Junliang Fan et al.   AGRICULTURAL AND FOREST METEOROLOGY

Combining Grey Relational Analysis and a Bayesian Model Averaging Method to Derive Monthly Optimal Operating Rules for a Hydropower Reservoir

(2018) Guohua Fang et al.   Water

Enhancing the Lithium-ion battery life predictability using a hybrid method

(2018) Ling-Ling Li et al.   APPLIED SOFT COMPUTING

Passivity analysis of delayed reaction–diffusion memristor-based neural networks

(2018) Yanyi Cao et al.   NEURAL NETWORKS

Statistical models for multi-step-ahead forecasting of fine particulate matter in urban areas

(2018) Ida Kalate Ahani et al.   Atmospheric Pollution Research

The solution of nonlinear Green–Naghdi equation arising in water sciences via a meshless method which combines moving kriging interpolation shape functions with the weighted essentially non–oscillatory method

(2018) Mehdi Dehghan et al.   Communications in Nonlinear Science and Numerical Simulation

A many-objective evolutionary algorithm with epsilon-indicator direction vector

(2018) Yun Yang et al.   APPLIED SOFT COMPUTING

β-Chaotic map enabled Grey Wolf Optimizer

(2018) Akash Saxena et al.   APPLIED SOFT COMPUTING

Use of a quantum genetic algorithm for coalition formation in large-scale UAV networks

(2018) Sajad Mousavi et al.   Ad Hoc Networks

The use of proper orthogonal decomposition (POD) meshless RBF-FD technique to simulate the shallow water equations

(2017) Mehdi Dehghan et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Comparison of random forests and support vector machine for real-time radar-derived rainfall forecasting

(2017) Pao-Shan Yu et al.   JOURNAL OF HYDROLOGY

Economic dispatch using hybrid grey wolf optimizer

(2016) T. Jayabarathi et al.   ENERGY

A Bias and Variance Analysis for Multistep-Ahead Time Series Forecasting

(2016) Souhaib Ben Taieb et al.   IEEE Transactions on Neural Networks and Learning Systems

Improving Forecasting Accuracy of Streamflow Time Series Using Least Squares Support Vector Machine Coupled with Data-Preprocessing Techniques

(2015) Aman Mohammad Kalteh   WATER RESOURCES MANAGEMENT

Improving Forecasting Accuracy of Annual Runoff Time Series Using ARIMA Based on EEMD Decomposition

(2015) Wen-chuan Wang et al.   WATER RESOURCES MANAGEMENT

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Ensemble forecasts of monthly catchment rainfall out to long lead times by post-processing coupled general circulation model output

(2014) Andrew Schepen et al.   JOURNAL OF HYDROLOGY

Meta-heuristic algorithms for optimized network flow wavelet-based image coding

(2013) Huseyin Kusetogullari et al.   APPLIED SOFT COMPUTING

A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

(2012) Souhaib Ben Taieb et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evaluation of outputs from automated baseflow separation methods against simulated baseflow from a physically based, surface water-groundwater flow model

(2012) D. Partington et al.   JOURNAL OF HYDROLOGY

A Not-a-Knot meshless method using radial basis functions and predictor–corrector scheme to the numerical solution of improved Boussinesq equation

(2010) Ali Shokri et al.   COMPUTER PHYSICS COMMUNICATIONS

A quantum-inspired genetic algorithm for k-means clustering

(2009) Jing Xiao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Division-based rainfall-runoff simulations with BP neural networks and Xinanjiang model

(2009) Qin Ju et al.   NEUROCOMPUTING

Use of He's Homotopy Perturbation Method for Solving a Partial Differential Equation Arising in Modeling of Flow in Porous Media

(2008) Mehdi Dehghan et al.   JOURNAL OF POROUS MEDIA