Publications of Ali Asghar Heidari

Harris Hawks Optimization: Algorithm and Applications

Future Generation Computer Systems 97, 849-872, 2019

SLIME MOULD ALGORITHM: A NEW METHOD FOR STOCHASTIC OPTIMIZATION

Future Generation Computer Systems 111, 300-323, 2020

Dimension decided Harris hawks optimization with Gaussian mutation: Balance analysis and diversity patterns

Knowledge-Based Systems, 13 October 2020, 106425

Towards Augmented Slime Mould Kernel Extreme Learning Models for Bankruptcy Prediction: Algorithmic Behavior and Comprehensive Analysis

Neurocomputing, Available online 22 October 2020

Horizontal and vertical crossover of Harris hawk optimizer with Nelder-Mead simplex for parameter estimation of photovoltaic models

Energy Conversion and Management, 223, 113211, 2020

Multi-core Sine Cosine Optimization: Methods and Inclusive Analysis

Expert Systems with Applications, 113974, 2020

Multi-population following behavior-driven fruit fly optimization: A Markov chain convergence proof and comprehensive analysis

Knowledge-Based Systems 210, 106437, 2020

An efficient double adaptive random spare reinforced whale optimization algorithm

Expert Systems with Applications 154, 113018, 2020

A dynamic locality multi-objective salp swarm algorithm for feature selection

Computers & Industrial Engineering 147, 106628, 2020

Predicting Di-2-Ethylhexyl Phthalate Toxicity: Hybrid Integrated Harris Hawks Optimization with Support Vector Machines

IEEE Access 8, 161188-161202, 2020

Ensemble Mutation-driven Salp Swarm Algorithm with Restart Mechanism: Framework and Fundamental Analysis

Expert Systems with Applications, 113897, 2020

AutoRWN: Automatic construction and training of random weight networks using competitive swarm of agents

Neural Computing and Applications, 2020, doi:https://doi.org/10.1007/s00521-020-05329-0,

Multi-objective optimization and multi-criteria decision-making methods for optimal design of standalone photovoltaic system: A comprehensive review

Renewable and Sustainable Energy Reviews 135, 110202, 2020

Orthogonally-designed adapted grasshopper optimization: A comprehensive analysis

Expert Systems with Applications 150, 113282, 2020

Prediction Optimization of Cervical Hyperextension Injury: Kernel Extreme Learning Machines With Orthogonal Learning Butterfly Optimizer and Broyden- Fletcher-Goldfarb-Shanno Algorithms

IEEE Access 8, 119911 - 119930, 2020

Advanced Orthogonal Moth Flame Optimization with Broyden–Fletcher–Goldfarb–Shanno Algorithm: Framework and Real-world Problems

Expert Systems with Applications, 113617, 2020

Orthogonal Learning Harmonizing Mutation-based Fruit Fly-inspired Optimizers

Applied Mathematical Modelling 86, 368-383, 2020

Augmented whale feature selection for IoT attacks: Structure, analysis and applications

Future Generation Computer Systems 112, 18-40, 2020

Exploratory Differential Ant Lion-based Optimization

Expert Systems with Applications 159, 113548, 2020

Boosted Hunting-based Fruit Fly Optimization and Advances in Real-world Problems

Expert Systems with Applications 159, 113502, 2020

Opposition-based Learning Harris Hawks Optimization with Advanced Transition Rules: Principles and Analysis

Expert Systems with Applications 158, 113510, 2020

Orthogonally adapted Harris Hawk Optimization for parameter estimation of photovoltaic models

Energy 203, 117804, 2020

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

Applied Mathematical Modelling 87, 1-19, 2020

Orthogonal Nelder-Mead moth flame method for parameters identification of photovoltaic modules

Energy Conversion and Management 211, 112764, 2020

A competitive chain-based Harris Hawks Optimizer for global optimization and multi-level image thresholding problems

Applied Soft Computing, 106347, 2020

Rationalized Fruit Fly Optimization with Sine Cosine Algorithm: A Comprehensive Analysis

Expert Systems with Applications 157, 113486, 2020

Advanced orthogonal learning-driven multi-swarm sine cosine optimization: Framework and case studies

Expert Systems with Applications 144, 113113, 2020

Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies

Future Generation Computer Systems 111, 175-198, 2020

An Efficient Harris Hawks-inspired Image Segmentation Method

Expert Systems with Applications 155, 113428, 2020

Boosted mutation-based Harris hawks optimizer for parameters identification of single-diode solar cell models

Energy Conversion and Management 209, 112660, 2020

Rationalized Sine Cosine Optimization with Efficient Searching Patterns

IEEE Access 8, 61471-61490, 2020

Predicting Entrepreneurial Intention of Students: An Extreme Learning Machine with Gaussian Barebone Harris Hawks Optimizer

IEEE Access 8 (1), 76841-76855, 2020

Evaluation of Sino Foreign Cooperative Education Project Using Orthogonal Sine Cosine Optimized Kernel Extreme Learning Machine

IEEE Access 8, 61107 - 61123, 2020

Efficient multi-population outpost fruit fly-driven optimizers: Framework and advances in support vector machines

Expert Systems with Applications 142, 112999, 2020

Parameters identification of photovoltaic cell models using enhanced exploratory salp chains-based approach

Energy, 117333, 2020

Predicting Cervical Hyperextension Injury: A Covariance Guided Sine Cosine Support Vector Machine

IEEE Access 8, 46895-46908, 2020

Gaussian mutational chaotic fruit fly-built optimization and feature selection

Expert Systems with Applications 141, 112976, 2020

Predicting Green Consumption Behaviors of Students using Efficient Firefly Grey Wolf-assisted K-Nearest Neighbor Classifiers

IEEE Access 8, 35546 - 35562, 2020

Time-Varying Hierarchical Chains of Salps with Random Weight Networks for Feature Selection

Expert Systems with Applications 140, 112898, 2020

Parameters identification of photovoltaic cells and modules using diversification-enriched Harris hawks optimization with chaotic drifts

Journal of Cleaner Production 244, 118778, 2020

Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach

Knowledge and Information Systems 62 (2), 507-539, 2019

Efficient hybrid nature-inspired binary optimizers for feature selection

Cognitive Computation 12 (1), 150-175, 2019

An opposition-based sine cosine approach with local search for parameter estimation of photovoltaic models

Energy Conversion and Management 195, 927-942, 2019

Efficient boosted grey wolf optimizers for global search and kernel extreme learning machine training

Applied Soft Computing 81, 105521, 2019

An Evolutionary Gravitational Search-based Feature Selection

Information Sciences 497, 219-239, 2019

Multi-strategy Boosted Mutative Whale-inspired Optimization Approaches

Applied Mathematical Modelling 73, 109-123, 2019

An Efficient Chaotic Mutative Moth-flame-inspired Optimizer for Global Optimization Tasks

Expert Systems with Applications 129, 135-155, 2019

Chaos-induced and mutation-driven schemes boosting salp chains-inspired optimizers

IEEE Access 7, 31243-31261, 2019

Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification

Neural Computing and Applications, 1-20, 2019

An enhanced associative learning-based exploratory whale optimizer for global optimization

Neural Computing and Applications 32, 5185–5211, 2019

An efficient salp swarm-inspired algorithm for parameters identification of photovoltaic cell models

Energy Conversion and Management 179, 362-372, 2019

Binary dragonfly optimization for feature selection using time-varying transfer functions

Knowledge-Based Systems 161, 185-204, 2018

An Intelligent System for Spam Detection and Identification of the most Relevant Features based on Evolutionary Random Weight Networks

Information Fusion 48, 67-83, 2018

Asynchronous accelerating multi-leader salp chains for feature selection

Applied Soft Computing 71, 964-979, 2018

An Efficient Binary Salp Swarm Algorithm with Crossover Scheme for Feature Selection Problems

Knowledge-Based Systems 154, 43-67, 2018

Evolutionary population dynamics and grasshopper optimization approaches for feature selection problems

Knowledge-Based Systems 145, 25-45, 2018

An efficient hybrid multilayer perceptron neural network with grasshopper optimization

Soft Computing 23 (17), 7941–7958, 2018

An Efficient Modified Grey Wolf Optimizer with Lévy Flight for Optimization Tasks

Applied Soft Computing 60, 115–134, 2017

Gaussian Bare-bones Water Cycle Algorithm for Optimal Reactive Power Dispatch in Electrical Power Systems

Applied Soft Computing 57, 657–671, 2017

An Efficient Chaotic Water Cycle Algorithm for Optimization Tasks

Neural Computing and Applications 28 (1), 57–85, 2017