Seyedali Mirjalili

According to our database1, Seyedali Mirjalili authored at least 150 papers between 2012 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
A Hyper Learning Binary Dragonfly Algorithm for Feature Selection: A COVID-19 Case Study.
Knowl. Based Syst., 2021

MOEO-EED: A multi-objective equilibrium optimizer with exploration-exploitation​ dominance strategy.
Knowl. Based Syst., 2021

A novel Whale Optimization Algorithm integrated with Nelder-Mead simplex for multi-objective optimization problems.
Knowl. Based Syst., 2021

Dynamic Salp swarm algorithm for feature selection.
Expert Syst. Appl., 2021

Enhanced multi-verse optimizer for task scheduling in cloud computing environments.
Expert Syst. Appl., 2021

An improved grey wolf optimizer for solving engineering problems.
Expert Syst. Appl., 2021

Efficient fractional-order modified Harris hawks optimizer for proton exchange membrane fuel cell modeling.
Eng. Appl. Artif. Intell., 2021

A novel enhanced whale optimization algorithm for global optimization.
Comput. Ind. Eng., 2021

A Binary Equilibrium Optimization Algorithm for 0-1 Knapsack Problems.
Comput. Ind. Eng., 2021

An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection.
Comput. Ind. Eng., 2021

New binary marine predators optimization algorithms for 0-1 knapsack problems.
Comput. Ind. Eng., 2021

OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19.
Appl. Intell., 2021

Emotion Recognition by Textual Tweets Classification Using Voting Classifier (LR-SGD).
IEEE Access, 2021

Vision-Based Human Detection Techniques: A Descriptive Review.
IEEE Access, 2021

Improving the Prediction of Heart Failure Patients' Survival Using SMOTE and Effective Data Mining Techniques.
IEEE Access, 2021

Advanced Meta-Heuristics, Convolutional Neural Networks, and Feature Selectors for Efficient COVID-19 X-Ray Chest Image Classification.
IEEE Access, 2021

An Efficient Marine Predators Algorithm for Solving Multi-Objective Optimization Problems: Analysis and Validations.
IEEE Access, 2021

General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification.
Appl. Artif. Intell., 2021

2020
Whale Optimization Algorithm With Applications to Resource Allocation in Wireless Networks.
IEEE Trans. Veh. Technol., 2020

Embedded chaotic whale survival algorithm for filter-wrapper feature selection.
Soft Comput., 2020

Special issue on "real-world optimization problems and meta-heuristics".
Neural Comput. Appl., 2020

An enhanced associative learning-based exploratory whale optimizer for global optimization.
Neural Comput. Appl., 2020

A set of efficient heuristics for a home healthcare problem.
Neural Comput. Appl., 2020

Fractional-order calculus-based flower pollination algorithm with local search for global optimization and image segmentation.
Knowl. Based Syst., 2020

Equilibrium optimizer: A novel optimization algorithm.
Knowl. Based Syst., 2020

Comparison of recent optimization algorithms for design optimization of a cam-follower mechanism.
Knowl. Based Syst., 2020

Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach.
Knowl. Inf. Syst., 2020

A Hybrid Grey Wolf Optimiser Algorithm for Solving Time Series Classification Problems.
J. Intell. Syst., 2020

Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges.
Future Gener. Comput. Syst., 2020

Slime mould algorithm: A new method for stochastic optimization.
Future Gener. Comput. Syst., 2020

Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection.
Expert Syst. Appl., 2020

A harmonic estimator design with evolutionary operators equipped grey wolf optimizer.
Expert Syst. Appl., 2020

A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization.
Expert Syst. Appl., 2020

Time-varying hierarchical chains of salps with random weight networks for feature selection.
Expert Syst. Appl., 2020

Marine Predators Algorithm: A nature-inspired metaheuristic.
Expert Syst. Appl., 2020

Selective Opposition based Grey Wolf Optimization.
Expert Syst. Appl., 2020

A new fusion of grey wolf optimizer algorithm with a two-phase mutation for feature selection.
Expert Syst. Appl., 2020

Fractional-order cuckoo search algorithm for parameter identification of the fractional-order chaotic, chaotic with noise and hyper-chaotic financial systems.
Eng. Appl. Artif. Intell., 2020

Swarm Intelligence for Next-Generation Wireless Networks: Recent Advances and Applications.
CoRR, 2020

Neuroevolution-based autonomous robot navigation: A comparative study.
Cogn. Syst. Res., 2020

Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection.
Cogn. Comput., 2020

A dynamic locality multi-objective salp swarm algorithm for feature selection.
Comput. Ind. Eng., 2020

MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems.
Appl. Soft Comput., 2020

An efficient equilibrium optimizer with mutation strategy for numerical optimization.
Appl. Soft Comput., 2020

Introducing clustering based population in Binary Gravitational Search Algorithm for Feature Selection.
Appl. Soft Comput., 2020

Efficient design of wideband digital fractional order differentiators and integrators using multi-verse optimizer.
Appl. Soft Comput., 2020

Dynamic Butterfly Optimization Algorithm for Feature Selection.
IEEE Access, 2020

An Improved Harris Hawks Optimization Algorithm With Simulated Annealing for Feature Selection in the Medical Field.
IEEE Access, 2020

Novel Feature Selection and Voting Classifier Algorithms for COVID-19 Classification in CT Images.
IEEE Access, 2020

Binary Multi-Objective Grey Wolf Optimizer for Feature Selection in Classification.
IEEE Access, 2020

Approaches to Multi-Objective Feature Selection: A Systematic Literature Review.
IEEE Access, 2020

Robust Multi-Objective optimization using Conditional Pareto Optimal Dominance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Grasshopper Optimization Algorithm: Theory, Literature Review, and Application in Hand Posture Estimation.
Proceedings of the Nature-Inspired Optimizers, 2019

Whale Optimization Algorithm: Theory, Literature Review, and Application in Designing Photonic Crystal Filters.
Proceedings of the Nature-Inspired Optimizers, 2019

Sine Cosine Algorithm: Theory, Literature Review, and Application in Designing Bend Photonic Crystal Waveguides.
Proceedings of the Nature-Inspired Optimizers, 2019

Genetic Algorithm: Theory, Literature Review, and Application in Image Reconstruction.
Proceedings of the Nature-Inspired Optimizers, 2019

Particle Swarm Optimization: Theory, Literature Review, and Application in Airfoil Design.
Proceedings of the Nature-Inspired Optimizers, 2019

Ant Colony Optimizer: Theory, Literature Review, and Application in AUV Path Planning.
Proceedings of the Nature-Inspired Optimizers, 2019

Introduction to Nature-Inspired Algorithms.
Proceedings of the Nature-Inspired Optimizers, 2019

Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems.
Proceedings of the Nature-Inspired Optimizers, 2019

Moth-Flame Optimization Algorithm: Theory, Literature Review, and Application in Optimal Nonlinear Feedback Control Design.
Proceedings of the Nature-Inspired Optimizers, 2019

Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection.
Proceedings of the Nature-Inspired Optimizers, 2019

Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks.
Proceedings of the Nature-Inspired Optimizers, 2019

Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines.
Proceedings of the Nature-Inspired Optimizers, 2019

Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering.
Proceedings of the Nature-Inspired Optimizers, 2019

Evolutionary Algorithms and Neural Networks - Theory and Applications
Studies in Computational Intelligence 780, Springer, ISBN: 978-3-319-93024-4, 2019

Improving the reliability of implicit averaging methods using new conditional operators for robust optimization.
Swarm Evol. Comput., 2019

Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection.
Soft Comput., 2019

An efficient hybrid multilayer perceptron neural network with grasshopper optimization.
Soft Comput., 2019

Adaptive β-hill climbing for optimization.
Soft Comput., 2019

Radiation pattern design of photonic crystal LED optimized by using multi-objective grey wolf optimizer.
Photonic Netw. Commun., 2019

Automatic selection of hidden neurons and weights in neural networks using grey wolf optimizer based on a hybrid encoding scheme.
Int. J. Mach. Learn. Cybern., 2019

Binary multi-verse optimization algorithm for global optimization and discrete problems.
Int. J. Mach. Learn. Cybern., 2019

A hyper-heuristic for improving the initial population of whale optimization algorithm.
Knowl. Based Syst., 2019

Optimal design of IIR wideband digital differentiators and integrators using salp swarm algorithm.
Knowl. Based Syst., 2019

An improved heat transfer search algorithm for unconstrained optimization problems.
J. Comput. Des. Eng., 2019

An evolutionary gravitational search-based feature selection.
Inf. Sci., 2019

Dynamic Adaptive Network-Based Fuzzy Inference System (D-ANFIS) for the Imputation of Missing Data for Internet of Medical Things Applications.
IEEE Internet Things J., 2019

Harris hawks optimization: Algorithm and applications.
Future Gener. Comput. Syst., 2019

Henry gas solubility optimization: A novel physics-based algorithm.
Future Gener. Comput. Syst., 2019

Modified symbiotic organisms search for structural optimization.
Eng. Comput., 2019

A direct method for solving calculus of variations problems using the whale optimization algorithm.
Evol. Intell., 2019

Binary grasshopper optimisation algorithm approaches for feature selection problems.
Expert Syst. Appl., 2019

Evolving neural networks using bird swarm algorithm for data classification and regression applications.
Clust. Comput., 2019

A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems.
Comput. Ind. Eng., 2019

Binary Optimization Using Hybrid Grey Wolf Optimization for Feature Selection.
IEEE Access, 2019

A Novel U-Shaped Transfer Function for Binary Particle Swarm Optimisation.
Proceedings of the Soft Computing for Problem Solving 2019, 2019

2018
Confidence-based robust optimisation using multi-objective meta-heuristics.
Swarm Evol. Comput., 2018

Optimizing connection weights in neural networks using the whale optimization algorithm.
Soft Comput., 2018

An improved nature inspired meta-heuristic algorithm for 1-D bin packing problems.
Pers. Ubiquitous Comput., 2018

A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture.
Neural Comput. Appl., 2018

Grey wolf optimizer: a review of recent variants and applications.
Neural Comput. Appl., 2018

Training radial basis function networks using biogeography-based optimizer.
Neural Comput. Appl., 2018

Truss optimization with natural frequency bounds using improved symbiotic organisms search.
Knowl. Based Syst., 2018

Enhanced multi-objective particle swarm optimisation for estimating hand postures.
Knowl. Based Syst., 2018

A parallel numerical method for solving optimal control problems based on whale optimization algorithm.
Knowl. Based Syst., 2018

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems.
Knowl. Based Syst., 2018

Binary dragonfly optimization for feature selection using time-varying transfer functions.
Knowl. Based Syst., 2018

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems.
Knowl. Based Syst., 2018

A hybrid whale optimization algorithm based on local search strategy for the permutation flow shop scheduling problem.
Future Gener. Comput. Syst., 2018

Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer.
Eng. Appl. Artif. Intell., 2018

Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm.
Cogn. Comput., 2018

Transmission power adaption scheme for improving IoV awareness exploiting: evaluation weighted matrix based on piggybacked information.
Comput. Networks, 2018

Whale optimization approaches for wrapper feature selection.
Appl. Soft Comput., 2018

Multi-objective stochastic closed-loop supply chain network design with social considerations.
Appl. Soft Comput., 2018

Hybrid optimizers to solve a tri-level programming model for a tire closed-loop supply chain network design problem.
Appl. Soft Comput., 2018

Asynchronous accelerating multi-leader salp chains for feature selection.
Appl. Soft Comput., 2018

Integrating the whale algorithm with Tabu search for quadratic assignment problem: A new approach for locating hospital departments.
Appl. Soft Comput., 2018

Grasshopper optimization algorithm for multi-objective optimization problems.
Appl. Intell., 2018

Improved monarch butterfly optimization for unconstrained global search and neural network training.
Appl. Intell., 2018

An Efficient IDS Using Hybrid Magnetic Swarm Optimization in WANETs.
IEEE Access, 2018

2017
Optimization of problems with multiple objectives using the multi-verse optimization algorithm.
Knowl. Based Syst., 2017

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection.
Neurocomputing, 2017

S-Shaped vs. V-Shaped Transfer Functions for Antlion Optimization Algorithm in Feature Selection Problems.
CoRR, 2017

Chaotic gravitational constants for the gravitational search algorithm.
Appl. Soft Comput., 2017

Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems.
Appl. Intell., 2017

Grasshopper Optimisation Algorithm: Theory and application.
Adv. Eng. Softw., 2017

Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems.
Adv. Eng. Softw., 2017

S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization Algorithm in Feature Selection Problem.
Proceedings of the International Conference on Future Networks and Distributed Systems, 2017

Let's Consider Two Objectives When Estimating Hand Postures.
Proceedings of the AI 2017: Advances in Artificial Intelligence, 2017

2016
Multi-Verse Optimizer: a nature-inspired algorithm for global optimization.
Neural Comput. Appl., 2016

Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems.
Neural Comput. Appl., 2016

SCA: A Sine Cosine Algorithm for solving optimization problems.
Knowl. Based Syst., 2016

Obstacles and difficulties for robust benchmark problems: A novel penalty-based robust optimisation method.
Inf. Sci., 2016

Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm.
Int. J. Artif. Intell. Tools, 2016

Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization.
Expert Syst. Appl., 2016

Training feedforward neural networks using multi-verse optimizer for binary classification problems.
Appl. Intell., 2016

The Whale Optimization Algorithm.
Adv. Eng. Softw., 2016

EvoloPy: An Open-source Nature-inspired Optimization Framework in Python.
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

How effective are meta-heuristics for recognising hand gestures.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Novel performance metrics for robust multi-objective optimization algorithms.
Swarm Evol. Comput., 2015

How important is a transfer function in discrete heuristic algorithms.
Neural Comput. Appl., 2015

Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm.
Knowl. Based Syst., 2015

Confidence measure: A novel metric for robust meta-heuristic optimisation algorithms.
Inf. Sci., 2015

Novel frameworks for creating robust multi-objective benchmark problems.
Inf. Sci., 2015

Hindrances for robust multi-objective test problems.
Appl. Soft Comput., 2015

Ions motion algorithm for solving optimization problems.
Appl. Soft Comput., 2015

How effective is the Grey Wolf optimizer in training multi-layer perceptrons.
Appl. Intell., 2015

The Ant Lion Optimizer.
Adv. Eng. Softw., 2015

Multi-objective Optimisation of Marine Propellers.
Proceedings of the International Conference on Computational Science, 2015

A Reliable and Computationally Cheap Approach for Finding Robust Optimal Solutions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014
Biogeography-based optimisation with chaos.
Neural Comput. Appl., 2014

Binary optimization using hybrid particle swarm optimization and gravitational search algorithm.
Neural Comput. Appl., 2014

Binary bat algorithm.
Neural Comput. Appl., 2014

Adaptive gbest-guided gravitational search algorithm.
Neural Comput. Appl., 2014

Let a biogeography-based optimizer train your Multi-Layer Perceptron.
Inf. Sci., 2014

A smart handover prediction system based on curve fitting model for Fast Mobile IPv6 in wireless networks.
Int. J. Commun. Syst., 2014

Grey Wolf Optimizer.
Adv. Eng. Softw., 2014

2013
S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization.
Swarm Evol. Comput., 2013

2012
Training feedforward neural networks using hybrid particle swarm optimization and gravitational search algorithm.
Appl. Math. Comput., 2012


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