S. Mirjalili

发表

Classification of Reservoir Recovery Factor for Oil and Gas Reservoirs: A Multi-Objective Feature Selection Approach

Ayed Alwadain, Emelia Akashah Patah Akhir, Said Jadid Abdulkadir, 2021, Journal of Marine Science and Engineering.

Solar photovoltaic parameter estimation using an improved equilibrium optimizer

Mohamed Abdel-Basset, R. Chakrabortty, M. Ryan, 2020 .

A comprehensive survey of recent trends in deep learning for digital images augmentation

Nour Eldeen M. Khalifa, S. Mirjalili, Mohamed Loey, 2021, Artificial Intelligence Review.

A new hybrid PSOGSA algorithm for function optimization

S. Mirjalili, S. Hashim, 2010, 2010 International Conference on Computer and Information Application.

Automatic Screening of COVID-19 Using an Optimized Generative Adversarial Network

S. Mirjalili, T. Goel, R. Murugan, 2021, Cognitive computation.

Multi-objective Grey Wolf Optimizer

S. Mirjalili, Jinsong Dong, Seyedali Mirjalili, 2019, Multi-Objective Optimization using Artificial Intelligence Techniques.

Gravitational Search Algorithm With Chaos

Amir H. Gandomi, Seyedali Mirjalili, A. Gandomi, 2017 .

Ellipse-ring-shaped-hole photonic crystal waveguide

Seyed Mohammad Mirjalili, S. Mirjalili, 2015 .

SoMIR framework for designing high-NDBP photonic crystal waveguides.

Seyed Mohammad Mirjalili, S. Mirjalili, 2014, Applied optics.

Oval-Shaped-Hole Photonic Crystal Waveguide Design by MoMIR Framework

Seyed Mohammad Mirjalili, Seyedali Mirjalili, S. Mirjalili, 2014, IEEE Photonics Technology Letters.

BCOVIDOA: A Novel Binary Coronavirus Disease Optimization Algorithm for Feature Selection

Asmaa M. Khalid, H. M. Hamza, S. Mirjalili, 2022, Knowledge-Based Systems.

Optimisation Algorithms for Hand Posture Estimation

Seyedali Mirjalili, Shahrzad Saremi, S. Mirjalili, 2019 .

A comparison of multi-objective optimisation metaheuristics on the 2D airfoil design problem

Andrew Lewis, Jan Hettenhausen, Seyedali Mirjalili, 2013 .

Light property and optical buffer performance enhancement using Particle Swarm Optimization in Oblique Ring-Shape-Hole Photonic Crystal Waveguide

K. Abedi, S. Mirjalili, K. Abedi, 2012, 2012 Photonics Global Conference (PGC).

Efficient decoupling-assisted evolutionary/metaheuristic framework for expensive reliability-based design optimization problems

A. Yıldız, Zeng Meng, S. Mirjalili, 2022, Expert Syst. Appl..

Machine Learning-Based Research for COVID-19 Detection, Diagnosis, and Prediction: A Survey

Asma Benmessaoud Gabis, A. Ramdane-Cherif, S. Mirjalili, 2022, SN Computer Science.

An effective multi-objective artificial hummingbird algorithm with dynamic elimination-based crowding distance for solving engineering design problems

S. Mirjalili, N. Khodadadi, Wei-guo Zhao, 2022, Computer Methods in Applied Mechanics and Engineering.

The cheetah optimizer: a nature-inspired metaheuristic algorithm for large-scale optimization problems

S. Mirjalili, Mohamed Deriche, Mohammad-Amin Akbari, 2022, Scientific Reports.

Discrete equilibrium optimizer combined with simulated annealing for feature selection

S. Mirjalili, K. Ghosh, Ritam Guha, 2022, J. Comput. Sci..

Opposition-based Laplacian Equilibrium Optimizer with application in Image Segmentation using Multilevel Thresholding

Kusum Deep, Seyed Mohammad Mirjalili, Shail Kumar Dinkar, 2021, Expert Syst. Appl..

Grey Wolf Optimizer — Source link

S. Mirjalili, A. Lewis, 2022 .

Multi-objective PSO with Pareto Neighborhood topology for Clustering

A. Alimi, S. Mirjalili, N. Rokbani, 2021 .

BEO: Binary Equilibrium Optimizer Combined with Simulated Annealing for Feature Selection

S. Mirjalili, R. Sarkar, K. Ghosh, 2020 .

Advanced Ensemble Model for Solar Radiation Forecasting Using Sine Cosine Algorithm and Newton’s Laws

S. Mirjalili, S. Ghoneim, Abdelhameed Ibrahim, 2021, IEEE Access.

A new movement strategy of grey wolf optimizer for optimization problems and structural damage identification

M. Wahab, S. Mirjalili, M. Abdel Wahab, 2022, Adv. Eng. Softw..

A Distributed Bi-behaviors Crow Search Algorithm for Dynamic Multi-Objective Optimization and Many-Objective Optimization

A. Alimi, S. Mirjalili, N. Rokbani, 2021, Applied Sciences.

Solving the mesh router nodes placement in wireless mesh networks using coyote optimization algorithm

Asma Benmessaoud Gabis, A. Ramdane-Cherif, S. Mirjalili, 2022, IEEE Access.

Integrated effect of gamma radiation and biocontrol agent on quality parameters of apple fruit: An innovative commercial preservation method

S. Mirjalili, S. Shahbazi, H. Mostafavi, 2013 .

Evaluation of gamma irradiation effect and Pseudomonas flourescens against Penicillium expansum

S. Mirjalili, H. Mostafavi, S. Mirmajlessi, 2011 .

A new firefly algorithm with improved global exploration and convergence with application to engineering optimization

M. Ghasemi, Rasul Hemmati, S. Mirjalili, 2022, Decision Analytics Journal.

Enhanced Jaya algorithm: A simple but efficient optimization method for constrained engineering design problems

Seyed Mohammad Mirjalili, Aining Chi, Yiying Zhang, 2021, Knowl. Based Syst..

Minimum energy transmission forest‐based geocast in software‐defined wireless sensor networks

Seyed Mohammad Mirjalili, Anuradha Banerjee, Abu Sufian, 2021, Trans. Emerg. Telecommun. Technol..

Optimal Design of Large Mode Area Photonic Crystal Fibers Using a Multiobjective Gray Wolf Optimization Technique

Seyed Mohammad Mirjalili, Hussein Taleb, Davood Fathi, 2018, Journal of Lightwave Technology.

A novel enhanced whale optimization algorithm for global optimization

Seyed Mohammad Mirjalili, Apu Kumar Saha, Ratul Chakraborty, 2021, Comput. Ind. Eng..

Multi-objective equilibrium optimizer: framework and development for solving multi-objective optimization problems

Pradeep Jangir, Seyed Mohammad Mirjalili, M. Premkumar, 2021, J. Comput. Des. Eng..

Feature selection methods on gene expression microarray data for cancer classification: A systematic review

Seyed Mohammad Mirjalili, Rizik M. H. Al-Sayyed, Amjad Hudaib, 2021, Comput. Biol. Medicine.

Efficient fractional-order modified Harris hawks optimizer for proton exchange membrane fuel cell modeling

José António Tenreiro Machado, Seyed Mohammad Mirjalili, Ahmed Fathy, 2021, Eng. Appl. Artif. Intell..

A comprehensive survey of sine cosine algorithm: variants and applications

Amar Ramdane-Cherif, Seyed Mohammad Mirjalili, Yassine Meraihi, 2021, Artif. Intell. Rev..

African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems

Seyed Mohammad Mirjalili, Farhad Soleimanian Gharehchopogh, F. S. Gharehchopogh, 2021, Computers & industrial engineering.

Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods

F. Sheikholeslam, S. Mirjalili, A. Mohammadi, 2022, Archives of Computational Methods in Engineering.

MOAVOA: a new multi-objective artificial vultures optimization algorithm

S. Mirjalili, N. Khodadadi, Farhad Soleimanian Soleimanian Gharehchopogh, 2022, Neural Computing and Applications.

An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection

Mohamed Abdel-Basset, Michael J. Ryan, Seyed Mohammad Mirjalili, 2021, Comput. Ind. Eng..

A hybrid Harris hawks-moth-flame optimization algorithm including fractional-order chaos maps and evolutionary population dynamics

Seyed Mohammad Mirjalili, Dalia Yousri, Mohamed Abd El Aziz, 2021, Adv. Eng. Softw..

Issues when designing hypoellipse photonic crystal waveguides

Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, S. Mirjalili, 2015 .

Novel Meta-heuristic Algorithm for Feature Selection, Unconstrained Functions and Engineering Problems

Shady Y. El-Mashad, S. Mirjalili, Abdelhameed Ibrahim, 2022, IEEE Access.

Gamma radiation effects on physico-chemical parameters of apple fruit during commercial post-harvest preservation

S. Mirjalili, H. Mostafavi, S. Mirmajlessi, 2012 .

Recent advances in multi-objective grey wolf optimizer, its versions and applications

S. Mirjalili, M. Al-Betar, O. Alomari, 2022, Neural Computing and Applications.

Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection

Majdi M. Mafarja, S. Mirjalili, Majdi M. Mafarja, 2018, Soft Computing.

A comprehensive survey of recent trends in deep learning for digital images augmentation

Nour Eldeen M. Khalifa, S. Mirjalili, Mohamed Loey, 2021, Artif. Intell. Rev..

Binary optimization using hybrid particle swarm optimization and gravitational search algorithm

Gaige Wang, L. Coelho, S. Mirjalili, 2014, Neural Computing and Applications.

Optimizing connection weights in neural networks using the whale optimization algorithm

S. Mirjalili, Hossam Faris, Ibrahim Aljarah, 2016, Soft Computing.

An efficient improved African vultures optimization algorithm with dimension learning hunting for traveling salesman and large‐scale optimization applications

S. Mirjalili, Yankai Cao, Ganeshsree Selvachandran, 2022, Int. J. Intell. Syst..

Training radial basis function networks using biogeography-based optimizer

S. Mirjalili, Hossam Faris, Ibrahim Aljarah, 2016, Neural Computing and Applications.

An efficient hybrid multilayer perceptron neural network with grasshopper optimization

Ali Asghar Heidari, S. Mirjalili, Hossam Faris, 2018, Soft Computing.

Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems

S. Mirjalili, Wei-guo Zhao, Liying Wang, 2022, Eng. Appl. Artif. Intell..

Training feedforward neural networks using multi-verse optimizer for binary classification problems

S. Mirjalili, Hossam Faris, Ibrahim Aljarah, 2016, Applied Intelligence.

Evolutionary Multi-layer Perceptron

Seyedali Mirjalili, S. Mirjalili, 2018, Studies in Computational Intelligence.

Improved monarch butterfly optimization for unconstrained global search and neural network training

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2018, Applied Intelligence.

Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2016, Int. J. Artif. Intell. Tools.

Designing evolutionary feedforward neural networks using social spider optimization algorithm

Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, Shahrzad Saremi, 2015, Neural Computing and Applications.

Let a biogeography-based optimizer train your Multi-Layer Perceptron

Andrew Lewis, Seyed Mohammad Mirjalili, S. Mirjalili, 2014, Inf. Sci..

A Comprehensive Review of Evaluation and Fitness Measures for Evolutionary Data Clustering

Hossam Faris, Ibrahim Aljarah, Maria Habib, 2021 .

Binary bat algorithm

Xin-She Yang, Seyed Mohammad Mirjalili, Xin-She Yang, 2013, Neural Computing and Applications.

Improvement of lettuce growth and yield with spacing, mulching and organic fertilizer

S. Mirjalili, A. Kashi, R. Salehi, 2013 .

Grey Wolf Optimizer

Andrew Lewis, Seyed Mohammad Mirjalili, S. Mirjalili, 2014, Adv. Eng. Softw..

Marine Predators Algorithm: A nature-inspired metaheuristic

Amir H. Gandomi, Seyedali Mirjalili, Mohammad Heidarinejad, 2020, Expert Syst. Appl..

Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization

Leandro dos Santos Coelho, Seyed Mohammad Mirjalili, Shahrzad Saremi, 2016, Expert Syst. Appl..

A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2017, Neural Computing and Applications.

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

Rokaia M. Zaki, S. Mirjalili, Abdelhameed Ibrahim, 2021, IEEE Access.

A Critical Review on Structural Health Monitoring: Definitions, Methods, and Perspectives

T. Y. Yang, Shaofan Li, S. Mirjalili, 2021, Archives of Computational Methods in Engineering.

Evolutionary Algorithms and Neural Networks - Theory and Applications

Seyed Mohammad Mirjalili, S. Mirjalili, 2018, Studies in Computational Intelligence.

Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems

Hossam Faris, Amir Hossein Gandomi, Seyed Mohammad Mirjalili, 2017, Adv. Eng. Softw..

Novel Feature Selection and Voting Classifier Algorithms for COVID-19 Classification in CT Images

Seyedali Mirjalili, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, 2020, IEEE Access.

Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection

Seyed Mohammad Mirjalili, Mohammad Tubishat, Norisma Idris, 2020, Expert Syst. Appl..

EvoloPy-FS: An Open-Source Nature-Inspired Optimization Framework in Python for Feature Selection

Ibrahim Aljarah, Ahmad Sharieh, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm

Seyed Mohammad Mirjalili, S. Mirjalili, Seyed Mohammad Mirjalili, 2015, Knowl. Based Syst..

S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization

Andrew Lewis, Seyed Mohammad Mirjalili, S. Mirjalili, 2013, Swarm Evol. Comput..

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

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2020, Comput. Ind. Eng..

A Hybrid Grey Wolf Optimiser Algorithm for Solving Time Series Classification Problems

Seyedali Mirjalili, Mohammed Alweshah, Abdelaziz I. Hammouri, 2018, J. Intell. Syst..

Truss optimization with natural frequency bounds using improved symbiotic organisms search

Seyed Mohammad Mirjalili, Vivek K. Patel, Ghanshyam G. Tejani, 2017, Knowl. Based Syst..

The Whale Optimization Algorithm

Andrew Lewis, Seyed Mohammad Mirjalili, S. Mirjalili, 2016, Adv. Eng. Softw..

Evolving neural networks using bird swarm algorithm for data classification and regression applications

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2019, Cluster Computing.

Whale optimization approaches for wrapper feature selection

Seyed Mohammad Mirjalili, Majdi M. Mafarja, S. Mirjalili, 2018, Appl. Soft Comput..

Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems

Seyedali Mirjalili, S. Mirjalili, Seyedali Mirjalili, 2015, Neural Computing and Applications.

COVID-19 detection from lung CT-Scans using a fuzzy integral-based CNN ensemble

S. Mirjalili, R. Sarkar, P. Singh, 2021, Computers in Biology and Medicine.

Harris hawks optimization: Algorithm and applications

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2019, Future Gener. Comput. Syst..

Training feedforward neural networks using hybrid particle swarm optimization and gravitational search algorithm

Siti Zaiton Mohd Hashim, Seyed Mohammad Mirjalili, Hossein Moradian Sardroudi, 2012, Appl. Math. Comput..

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2017, Knowl. Based Syst..

Slime mould algorithm: A new method for stochastic optimization

Huiling Chen, Seyedali Mirjalili, Ali Asghar Heidari, 2020, Future Gener. Comput. Syst..

SCA: A Sine Cosine Algorithm for solving optimization problems

Seyedali Mirjalili, S. Mirjalili, Seyedali Mirjalili, 2016, Knowl. Based Syst..

EvoloPy: An Open-source Nature-inspired Optimization Framework in Python

Hossam Faris, Ibrahim Aljarah, Juan Julián Merelo Guervós, 2016, IJCCI.

An improved Artificial Neural Network using Arithmetic Optimization Algorithm for damage assessment in FGM composite plates

Magd Abdel Wahab, S. Tiachacht, Seyedali Mirjalili, 2021 .

Artificial hummingbird algorithm: A new bio-inspired optimizer with its engineering applications

S. Mirjalili, Wei-guo Zhao, Liying Wang, 2022, Computer Methods in Applied Mechanics and Engineering.

Obstacles and difficulties for robust benchmark problems: A novel penalty-based robust optimisation method

Andrew Lewis, Seyed Mohammad Mirjalili, S. Mirjalili, 2016, Inf. Sci..

Hindrances for robust multi-objective test problems

Andrew Lewis, Seyed Mohammad Mirjalili, S. Mirjalili, 2015, Appl. Soft Comput..

Improving the Prediction of Heart Failure Patients’ Survival Using SMOTE and Effective Data Mining Techniques

S. Ullah, S. Mirjalili, M. Nappi, 2021, IEEE Access.

Silas: A high-performance machine learning foundation for logical reasoning and verification

Jin Song Dong, Seyed Mohammad Mirjalili, Hadrien Bride, 2021, Expert Syst. Appl..

An Enhanced Evolutionary Student Performance Prediction Model Using Whale Optimization Algorithm Boosted with Sine-Cosine Mechanism

Majdi M. Mafarja, A. Abuhamdah, S. Mirjalili, 2021, Applied Sciences.

Approaches to Multi-Objective Feature Selection: A Systematic Literature Review

Seyedali Mirjalili, Qasem Al-Tashi, Said Jadid Abdulkadir, 2020, IEEE Access.

Time-varying hierarchical chains of salps with random weight networks for feature selection

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2020, Expert Syst. Appl..

Binary Optimization Using Hybrid Grey Wolf Optimization for Feature Selection

Said Jadid Abdul Kadir, Qasem Al-Tashi, Helmi Md Rais, 2019, IEEE Access.

Binary Dragonfly Algorithm for Feature Selection

Majdi M. Mafarja, Seyedali Mirjalili, Abdelaziz I. Hammouri, 2017, 2017 International Conference on New Trends in Computing Sciences (ICTCS).

S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization Algorithm in Feature Selection Problem

Majdi M. Mafarja, Seyedali Mirjalili, Majdi Mafarja, 2017, ICFNDS.

Particle Swarm Optimization: A Comprehensive Survey

Ayman A. El-Saleh, Tareq M. Shami, Mhd Amen Summakieh, 2022, IEEE Access.

An Improved Harris Hawks Optimization Algorithm With Simulated Annealing for Feature Selection in the Medical Field

Seyedali Mirjalili, Zenab Mohamed Elgamal, Norizan Binti Mohd Yasin, 2020, IEEE Access.

An evolutionary gravitational search-based feature selection

Hossam Faris, Ibrahim Aljarah, Hamido Fujita, 2019, Inf. Sci..

Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2019, Cognitive Computation.

Binary grasshopper optimisation algorithm approaches for feature selection problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Expert Syst. Appl..

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

Rabeh Abbassi, Abdelkader Abbassi, Ali Asghar Heidari, 2019, Energy Conversion and Management.

Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2018, Knowl. Based Syst..

Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm

Mohammad A. Hassonah, Ala’ M. Al-Zoubi, S. Mirjalili, 2018, Cognitive Computation.

Artificial gorilla troops optimizer: A new nature‐inspired metaheuristic algorithm for global optimization problems

F. S. Gharehchopogh, S. Mirjalili, Benyamin Abdollahzadeh, 2021, Int. J. Intell. Syst..

Multi-Objective Optimization using Artificial Intelligence Techniques

Jin Song Dong, Seyedali Mirjalili, J. Dong, 2020 .

Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection

Majdi M. Mafarja, Seyedali Mirjalili, S. Mirjalili, 2018, Soft Comput..

Binary Harris Hawks Optimizer for High-Dimensional, Low Sample Size Feature Selection

Jin Song Dong, Majdi M. Mafarja, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

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

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2018, Knowl. Based Syst..

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

Majdi M. Mafarja, Seyedali Mirjalili, S. Mirjalili, 2017, Neurocomputing.

Dynamic Salp swarm algorithm for feature selection

Seyed Mohammad Mirjalili, Mohammad Tubishat, Norisma Idris, 2021, Expert Syst. Appl..

A Hyper Learning Binary Dragonfly Algorithm for Feature Selection: A COVID-19 Case Study

Seyedali Mirjalili, Jingwei Too, S. Mirjalili, 2020, Knowl. Based Syst..

Embedded chaotic whale survival algorithm for filter–wrapper feature selection

Ram Sarkar, Seyedali Mirjalili, Manosij Ghosh, 2020, Soft Computing.

Dynamic Butterfly Optimization Algorithm for Feature Selection

Seyedali Mirjalili, Mohammed Ali Al-Garadi, Maen T. Alrashdan, 2020, IEEE Access.

The Ant Lion Optimizer

Seyed Mohammad Mirjalili, S. Mirjalili, Seyed Mohammad Mirjalili, 2015, Adv. Eng. Softw..

Biogeography-based optimisation with chaos

Andrew Lewis, Seyed Mohammad Mirjalili, Shahrzad Saremi, 2014, Neural Computing and Applications.

A Comparative Study of Recent Multi-objective Metaheuristics for Solving Constrained Truss Optimisation Problems

Nantiwat Pholdee, Sujin Bureerat, Ali Rıza Yıldız, 2021, Archives of Computational Methods in Engineering.

New binary marine predators optimization algorithms for 0–1 knapsack problems

Mohamed Abdel-Basset, Seyedali Mirjalili, Michael J. Ryan, 2020, Computers & Industrial Engineering.

Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

Seyed Mohammad Mirjalili, Abdolreza Hatamlou, S. Mirjalili, 2015, Neural Computing and Applications.

Evaluation of human resource information systems using grey ordinal pairwise comparison MCDM methods

Sijun Bai, Moses Olabhele Esangbedo, Seyedali Mirjalili, 2021, Expert Syst. Appl..

Grey wolf optimizer: a review of recent variants and applications

S. Mirjalili, M. Al-Betar, Hossam Faris, 2018, Neural Computing and Applications.

Enhanced multi-verse optimizer for task scheduling in cloud computing environments

Seyedali Mirjalili, Rizik M. H. Al-Sayyed, Amjad Hudaib, 2020, Expert Syst. Appl..

Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

Nonlinear marine predator algorithm: A cost-effective optimizer for fair power allocation in NOMA-VLC-B5G networks

Amin Abdollahi Dehkordi, S. Mirjalili, A. Sadiq, 2022, Expert Syst. Appl..

MOMPA: Multi-objective marine predator algorithm for solving multi-objective optimization problems

Pradeep Jangir, Hitarth Buch, Seyedali Mirjalili, 2021, Evolutionary Intelligence.

Flow Direction Algorithm (FDA): A Novel Optimization Approach for Solving Optimization Problems

Seyed Mohammad Mirjalili, Saeed Farzin, Hojat Karami, 2021, Comput. Ind. Eng..

Equilibrium optimizer: A novel optimization algorithm

Seyedali Mirjalili, Mohammad Heidarinejad, Brent Stephens, 2020, Knowl. Based Syst..

Henry gas solubility optimization: A novel physics-based algorithm

Seyedali Mirjalili, Walid Al-Atabany, Fatma A. Hashim, 2019, Future Gener. Comput. Syst..

Grasshopper optimization algorithm for multi-objective optimization problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2017, Applied Intelligence.

Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems

Sadiq M. Sait, Seyed Mohammad Mirjalili, Hammoudi Abderazek, 2021, Expert Syst. Appl..

Genetic Algorithm: Theory, Literature Review, and Application in Image Reconstruction

Jin Song Dong, Hossam Faris, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

Discrepancy detection between actual user reviews and numeric ratings of Google App store using deep learning

Michele Nappi, Muhammad Umer, Saleem Ullah, 2021, Expert Syst. Appl..

Emotion Recognition by Textual Tweets Classification Using Voting Classifier (LR-SGD)

Michele Nappi, Muhammad Umer, Saima Sadiq, 2021, IEEE Access.

Multi-objective Particle Swarm Optimization for Botnet Detection in Internet of Things

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

Grasshopper Optimisation Algorithm: Theory and application

S. Mirjalili, A. Lewis, Shahrzad Saremi, 2017, Adv. Eng. Softw..

Optimization of an appointment scheduling problem for healthcare systems based on the quality of fairness service using whale optimization algorithm and NSGA-II

S. Mirjalili, F. Alsaadi, A. Ala, 2021, Scientific Reports.

An improved grey wolf optimizer for solving engineering problems

Seyedali Mirjalili, Mohammad H. Nadimi-Shahraki, Shokooh Taghian, 2021, Expert Syst. Appl..

Adaptive gbest-guided gravitational search algorithm

S. Mirjalili, A. Lewis, 2014, Neural Computing and Applications.

Optimizing connection weights in neural networks using the whale optimization algorithm

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2016, Soft Computing.

An efficient equilibrium optimizer with mutation strategy for numerical optimization

Kusum Deep, Seyedali Mirjalili, Shubham Gupta, 2020, Appl. Soft Comput..

Electronic and transport properties of zigzag carbon nanotubes with the presence of periodical antidot and boron/nitride doping defects

S. Mirjalili, A. Y. Goharrizi, M. Kabir, 2018 .

Mountain Gazelle Optimizer: A new Nature-inspired Metaheuristic Algorithm for Global Optimization Problems

F. S. Gharehchopogh, S. Mirjalili, N. Khodadadi, 2022, Adv. Eng. Softw..

GGWO: Gaze cues learning-based grey wolf optimizer and its applications for solving engineering problems

S. Mirjalili, A. Bahreininejad, M. Nadimi-Shahraki, 2022, J. Comput. Sci..

B-MFO: A Binary Moth-Flame Optimization for Feature Selection from Medical Datasets

Shokooh Taghian, Seyedali Mirjalili, Mohammad H. Nadimi-Shahraki, 2021, Comput..

Inverse problem for dynamic structural health monitoring based on slime mould algorithm

Samir Khatir, Ravipudi Venkata Rao, Seyedali Mirjalili, 2021, Engineering with Computers.

A New Arithmetic Optimization Algorithm for Solving Real-World Multiobjective CEC-2021 Constrained Optimization Problems: Diversity Analysis and Validations

Pradeep Jangir, Manoharan Premkumar, Ali Riza Yildiz, 2021, IEEE Access.

A Comparative Study of Recent Non-traditional Methods for Mechanical Design Optimization

Hammoudi Abderazek, Ali R. Yildiz, Seyedali Mirjalili, 2019, Archives of Computational Methods in Engineering.

Modified symbiotic organisms search for structural optimization

Sumit Kumar, Ghanshyam G. Tejani, Seyedali Mirjalili, 2018, Engineering with Computers.

Evolutionary population dynamics and grey wolf optimizer

Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, Shahrzad Saremi, 2015, Neural Computing and Applications.

Optimal Design of Mid-Infrared Reflective Optical Modulators Based on Electrically Tunable Metasurface

S. Mirjalili, M. Moravvej-Farshi, Sare Vatani, 2020, 2020 28th Iranian Conference on Electrical Engineering (ICEE).

Neuroevolution-based autonomous robot navigation: A comparative study

Saeid Nahavandi, Abbas Khosravi, Seyed Mohammad Mirjalili, 2020, Cognitive Systems Research.

Grasshopper Optimization Algorithm: Theory, Variants, and Applications

Amar Ramdane-Cherif, Yassine Meraihi, Asma Benmessaoud Gabis, 2021, IEEE Access.

Novel binary differential evolution algorithm based on Taper-shaped transfer functions for binary optimization problems

S. Mirjalili, Fazhan Zhang, Yichao He, 2021, Swarm and Evolutionary Computation.

Ions motion algorithm for solving optimization problems

Seyed Mohammad Mirjalili, Abdolreza Hatamlou, Behzad Javidy, 2015, Appl. Soft Comput..

DMFO-CD: A Discrete Moth-Flame Optimization Algorithm for Community Detection

Shokooh Taghian, Seyedali Mirjalili, Mohammad H. Nadimi-Shahraki, 2021, Algorithms.

Selective Opposition based Grey Wolf Optimization

Ram Sarkar, Seyedali Mirjalili, Manosij Ghosh, 2020, Expert Syst. Appl..

Investigating Smart City Development Based on Green Buildings, Electrical Vehicles and Feasible Indicators

M. Ehyaei, S. Mirjalili, M. Marzband, 2021, Sustainability.

Binary bat algorithm

Xin-She Yang, S. Mirjalili, 2014, Neural Computing and Applications.

EWOA-OPF: Effective Whale Optimization Algorithm to Solve Optimal Power Flow Problem

S. Mirjalili, L. Abualigah, M. Nadimi-Shahraki, 2021, Electronics.

Nonlinear-based Chaotic Harris Hawks Optimizer: Algorithm and Internet of Vehicles application

Kayhan Zrar Ghafoor, Seyedali Mirjalili, Ali Safaa Sadiq, 2021, Appl. Soft Comput..

Whale Optimization Algorithm With Applications to Resource Allocation in Wireless Networks

Neeraj Kumar, Won-Joo Hwang, Seyedali Mirjalili, 2020, IEEE Transactions on Vehicular Technology.

A Novel Multi-Objective Optimization Framework for Designing Photonic Crystal Waveguides

Andrew Lewis, Seyed Mohammad Mirjalili, Seyedali Mirjalili, 2014, IEEE Photonics Technology Letters.

Training radial basis function networks using biogeography-based optimizer

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2018, Neural Computing and Applications.

How effective is the Grey Wolf optimizer in training multi-layer perceptrons

S. Mirjalili, 2015, Applied Intelligence.

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

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2019, Knowledge and Information Systems.

Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer

Hossam Faris, Ibrahim Aljarah, Ajith Abraham, 2018, Eng. Appl. Artif. Intell..

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

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, Neural Computing and Applications.

Fraud Detection Model Based on Multi-Verse Features Extraction Approach for Smart City Applications

Hossam Faris, Kayhan Zrar Ghafoor, Ali Safa Sadiq, 2019, Smart Cities Cybersecurity and Privacy.

VecMetaPy: A vectorized framework for metaheuristic optimization in Python

A. Farimani, S. Mirjalili, AmirPouya Hemmasian, 2022, Adv. Eng. Softw..

A novel version of Cuckoo search algorithm for solving optimization problems

Seyed Mohammad Mirjalili, Magd Abdel Wahab, Samir Khatir, 2021, Expert Syst. Appl..

Quantum Henry gas solubility optimization algorithm for global optimization

Reza Moghdani, Emrah Demir, Mohamed Abd Elaziz, 2021, Engineering with Computers.

Binary Grey Wolf Optimizer with Mutation and Adaptive K-nearest Neighbour for Feature Selection in Parkinson's Disease Diagnosis

S. Mirjalili, R. Rajammal, Gothai Ekambaram, 2022, Knowl. Based Syst..

A harmonic estimator design with evolutionary operators equipped grey wolf optimizer

Akash Saxena, Seyed Mohammad Mirjalili, Rajesh Kumar, 2020, Expert Syst. Appl..

A new fusion of grey wolf optimizer algorithm with a two-phase mutation for feature selection

Mohamed Abdel-Basset, Doaa El-Shahat, Ibrahim M. El-Henawy, 2020, Expert Syst. Appl..

Modified symbiotic organisms search for structural optimization

S. Mirjalili, G. G. Tejani, Sumit Kumar, 2018, Engineering computations.

Ant Lion Optimizer: A Comprehensive Survey of Its Variants and Applications

Laith Mohammad Abualigah, Mohammad Shehab, Mohammad Alshinwan, 2021 .

MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems

Hossam Faris, Seyedali Mirjalili, Mohammad H. Nadimi-Shahraki, 2020, Appl. Soft Comput..

Chaotic gravitational constants for the gravitational search algorithm

Amir Hossein Gandomi, Seyed Mohammad Mirjalili, A. Gandomi, 2017, Appl. Soft Comput..

Generalized normal distribution optimization and its applications in parameter extraction of photovoltaic models

Zhigang Jin, Yiying Zhang, Seyedali Mirjalili, 2020 .

A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization

Kusum Deep, Joong Hoon Kim, Seyedali Mirjalili, 2020, Expert Syst. Appl..

Biogeography-Based Optimisation

Seyedali Mirjalili, S. Mirjalili, 2018, Studies in Computational Intelligence.

Asynchronous accelerating multi-leader salp chains for feature selection

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2018, Appl. Soft Comput..

A novel Whale Optimization Algorithm integrated with Nelder-Mead simplex for multi-objective optimization problems

Mohamed Abdel-Basset, Seyed Mohammad Mirjalili, Reda Mohamed, 2021, Knowl. Based Syst..

Novel frameworks for creating robust multi-objective benchmark problems

Andrew Lewis, Seyed Mohammad Mirjalili, S. Mirjalili, 2015, Inf. Sci..

Multi-objective learner performance-based behavior algorithm with five multi-objective real-world engineering problems

Chnoor M. Rahman, S. Mirjalili, Tarik A. Rashid, 2022, Neural Computing and Applications.

Multi-objective Particle Swarm Optimization: Theory, Literature Review, and Application in Feature Selection for Medical Diagnosis

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

Non-dominated Sorting Genetic Algorithm

Jin Song Dong, Seyedali Mirjalili, J. Dong, 2019, Multi-Objective Optimization using Artificial Intelligence Techniques.

Adaptive $$\beta -$$β-hill climbing for optimization

Hossam Faris, Ibrahim Aljarah, Mohammed Azmi Al-Betar, 2019, Soft Comput..

An improved heat transfer search algorithm for unconstrained optimization problems

Seyed Mohammad Mirjalili, Vivek K. Patel, Ghanshyam G. Tejani, 2019, J. Comput. Des. Eng..

Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems

Pradeep Jangir, Seyed Mohammad Mirjalili, Shahrzad Saremi, 2016, Applied Intelligence.

Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

A hyper-heuristic for improving the initial population of whale optimization algorithm

Seyed Mohammad Mirjalili, Mohamed Abd El-Aziz, S. Mirjalili, 2019, Knowl. Based Syst..

An efficient hybrid multilayer perceptron neural network with grasshopper optimization

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2018, Soft Computing.

Whale Optimization Algorithm: Theory, Literature Review, and Application in Designing Photonic Crystal Filters

Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, Shahrzad Saremi, 2019, Nature-Inspired Optimizers.

Emerging Swarm Intelligence Algorithms and Their Applications in Antenna Design: The GWO, WOA, and SSA Optimizers

Konstantinos E. Psannis, Sotirios K Goudos, Maria S. Papadopoulou, 2021, Applied Sciences.

Autonomous Particles Groups for Particle Swarm Optimization

Andrew Lewis, Ali Safa Sadiq, Seyedali Mirjalili, 2014 .

ANA: Ant Nesting Algorithm for Optimizing Real-World Problems pdf

Tarik A. Rashid, Seyedali Mirjalili, Deeam Najmadeen Hama Rashid, 2021, Mathematics.

A Grey Wolf-Based Clustering Algorithm for Medical Diagnosis Problems

Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, 2021 .

Binary multi-verse optimization algorithm for global optimization and discrete problems

Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi, 2019, Int. J. Mach. Learn. Cybern..

Automatic selection of hidden neurons and weights in neural networks using grey wolf optimizer based on a hybrid encoding scheme

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, International Journal of Machine Learning and Cybernetics.

Pneumonia detection from lung X‐ray images using local search aided sine cosine algorithm based deep feature selection method

S. Mirjalili, R. Sarkar, P. Singh, 2021, Int. J. Intell. Syst..

Fractional-order calculus-based flower pollination algorithm with local search for global optimization and image segmentation

Dalia Yousri, Seyedali Mirjalili, Mohamed Abd Elaziz, 2020, Knowl. Based Syst..

Fractional-order cuckoo search algorithm for parameter identification of the fractional-order chaotic, chaotic with noise and hyper-chaotic financial systems

Dalia Yousri, Seyedali Mirjalili, S. Mirjalili, 2020, Eng. Appl. Artif. Intell..

Velocity pausing particle swarm optimization: a novel variant for global optimization

Yasser F. Al-Eryani, Tareq M. Shami, S. Mirjalili, 2023, Neural Computing and Applications.

Multi-objective fitness-dependent optimizer algorithm

S. Mirjalili, J. M. Abdullah, Tarik A. Rashid, 2023, Neural Computing and Applications.

YUKI Algorithm and POD-RBF for Elastostatic and dynamic crack identification

Mohamed Kamel Riahi, Samir Khatir, Brahim Benaissa, 2021, J. Comput. Sci..

A hybrid Grasshopper Optimization Algorithm and Harris Hawks Optimizer for Combined Heat and Power Economic Dispatch problem

M. Nazari-Heris, S. Mirjalili, S. Arunachalam, 2022, Eng. Appl. Artif. Intell..

A new robust flexibility index for structural damage identification and quantification

Samir Khatir, Hoa Tran-Ngoc, Seyedali Mirjalili, 2021, Engineering Failure Analysis.

Interactive multi-objective particle swarm optimisation for computational fluid dynamics applications

Andrew Lewis, Timoleon Kipouros, Jan Hettenhausen, 2012 .

An optimized virtual network mapping using PSO in cloud computing

Mohammad Eshghi, Vahid Abedifar, Seyedali Mirjalili, 2013, 2013 21st Iranian Conference on Electrical Engineering (ICEE).

How important is a transfer function in discrete heuristic algorithms

Andrew Lewis, Seyed Mohammad Mirjalili, Shahrzad Saremi, 2015, Neural Computing and Applications.

Link Prediction Using Evolutionary Neural Network Models

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

Introduction to Evolutionary Single-Objective Optimisation

Seyedali Mirjalili, S. Mirjalili, 2018, Studies in Computational Intelligence.

A hybrid GA-ANFIS and F-Race tuned harmony search algorithm for Multi-Response optimization of Non-Traditional Machining process

B. Esakki, S. Mirjalili, A. Astarita, 2022, Expert Syst. Appl..

Improved Whale Optimization Algorithm applied to design PID plus second-order derivative controller for automatic voltage regulator system

Seyedali Mirjalili, Diab Mokeddem, S. Mirjalili, 2020 .

Soft Set Decision/Forecasting System Based on Hybrid Parameter Reduction Algorithm

Ali Safa Sadiq, Seyedali Mirjalili, Ferda Ernawan, 2017 .

Design optimisation of a waveguide-based LP01–LP0m mode converter by using artificial intelligence technique

Xiupu Zhang, Seyed Mohammad Mirjalili, H. Mellah, 2018 .

Reinforcement Learning based Transmission Range Control in Software-Defined Wireless Sensor Networks with Moving Sensor

S. Mirjalili, A. Sadiq, A. Sufian, 2020 .

Handbook of Moth-Flame Optimization Algorithm

S. Mirjalili, 2022 .

Binary Multi-Objective Grey Wolf Optimizer for Feature Selection in Classification

Seyedali Mirjalili, Qasem Al-Tashi, Said Jadid Abdulkadir, 2020, IEEE Access.

A Review of Grey Wolf Optimizer-Based Feature Selection Methods for Classification

Seyedali Mirjalili, Qasem Al-Tashi, Said Jadid Abdulkadir, 2019, Algorithms for Intelligent Systems.

Particle Swarm Optimization Variants for Solving Geotechnical Problems: Review and Comparative Analysis

Raymond Chiong, Amir H. Gandomi, Seyedali Mirjalili, 2020 .

A novel four-step feature selection technique for diabetic retinopathy grading

S. Mirjalili, T. Goel, R. Murugan, 2021, Physical and Engineering Sciences in Medicine.

Exergo-economic analysis and multi-objective multi-verse optimization of a solar/biomass-based trigeneration system using externally-fired gas turbine, organic Rankine cycle and absorption refrigeration cycle

S. Mirjalili, S. Mousavi, Navid Nazari, 2021, Applied Thermal Engineering.

Wind Speed Ensemble Forecasting Based on Deep Learning Using Adaptive Dynamic Optimization Algorithm

T. F. Ibrahim, S. Mirjalili, M. Al-Harthi, 2021, IEEE Access.

WOANet: Whale optimized deep neural network for the classification of COVID-19 from radiography images

S. Mirjalili, T. Goel, R. Murugan, 2021, Biocybernetics and Biomedical Engineering.

Magnetic Optimization Algorithm for training Multi Layer Perceptron

Ali Safa Sadiq, Seyedali Mirjalili, S. Mirjalili, 2011, 2011 IEEE 3rd International Conference on Communication Software and Networks.

Confidence-based robust optimisation using multi-objective meta-heuristics

Andrew Lewis, Jin Song Dong, Seyed Mohammad Mirjalili, 2018, Swarm Evol. Comput..

A ranking-based fuzzy adaptive hybrid crow search algorithm for combined heat and power economic dispatch

S. Mirjalili, S. Arunachalam, M. Ramalingam, 2022, Expert Syst. Appl..

Al-Biruni Earth Radius (BER) Metaheuristic Search Optimization Algorithm

Mona A. Alduailij, S. Mirjalili, A. Ibrahim, 2023, Comput. Syst. Sci. Eng..

A novel chaotic Runge Kutta optimization algorithm for solving constrained engineering problems

A. Yıldız, S. Mirjalili, N. Panagant, 2022, J. Comput. Des. Eng..

Chaotic krill herd optimization algorithm

Seyed Mohammad Mirjalili, Shahrzad Saremi, Seyedali Mirjalili, 2014 .

MTV-MFO: Multi-Trial Vector-Based Moth-Flame Optimization Algorithm

Seyed Mohammad Mirjalili, Laith Mohammad Abualigah, Mohamed Abd Elaziz, 2021, Symmetry.

Integrating the whale algorithm with Tabu search for quadratic assignment problem: A new approach for locating hospital departments

Doaa El-Shahat, Seyed Mohammad Mirjalili, Gunasekaran Manogaran, 2018, Appl. Soft Comput..

Adaptiveˇ−hill climbing for optimization

S. Mirjalili, M. Al-Betar, M. Awadallah, 2019 .

Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

Formal context reduction in deriving concept hierarchies from corpora using adaptive evolutionary clustering algorithm star pdf

Tarik A. Rashid, Bryar A. Hassan, Seyedali Mirjalili, 2021, Complex & Intelligent Systems.

Particle Swarm Optimization: Theory, Literature Review, and Application in Airfoil Design

Andrew Lewis, Jin Song Dong, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

An efficient approach for damage identification based on improved machine learning using PSO-SVM

Samir Khatir, Khuong D. Nguyen, Seyedali Mirjalili, 2021, Engineering with Computers.

A Binary Equilibrium Optimization Algorithm for 0-1 Knapsack Problems

Mohamed Abdel-Basset, Seyedali Mirjalili, Reda Mohamed, 2020, Comput. Ind. Eng..

BMOA: Binary Magnetic Optimization Algorithm

Siti Zaiton Mohd Hashim, Seyedali Mirjalili, S. Mirjalili, 2012 .

A conditional opposition-based particle swarm optimisation for feature selection

S. Mirjalili, A. Sadiq, J. Too, 2021, Connect. Sci..

An Improved Moth-Flame Optimization Algorithm with Adaptation Mechanism to Solve Numerical and Mechanical Engineering Problems

Seyed Mohammad Mirjalili, Laith Mohammad Abualigah, Mohammad H. Nadimi-Shahraki, 2021, Entropy.

Comparison of recent optimization algorithms for design optimization of a cam-follower mechanism

Seyedali Mirjalili, Hammoudi Abderazek, Ali R. Yildiz, 2020, Knowl. Based Syst..

Nature-Inspired Optimizers - Theories, Literature Reviews and Applications

Andrew Lewis, Jin Song Dong, Seyedali Mirjalili, 2020, Nature-Inspired Optimizers.

A hybrid whale optimization algorithm based on local search strategy for the permutation flow shop scheduling problem

Mohamed Abdel-Basset, Doaa El-Shahat, Seyed Mohammad Mirjalili, 2018, Future Gener. Comput. Syst..

Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems

S. Mirjalili, 2015, Neural Computing and Applications.

An improved nature inspired meta-heuristic algorithm for 1-D bin packing problems

Mohamed Abdel-Basset, S. Mirjalili, Gunasekaran Manogaran, 2018, Personal and Ubiquitous Computing.

Genetic Algorithm

S. Mirjalili, 2018, Studies in Computational Intelligence.

MOEO-EED: A multi-objective equilibrium optimizer with exploration-exploitation dominance strategy

Mohamed Abdel-Basset, R. Chakrabortty, M. Ryan, 2021, Knowl. Based Syst..

A novel objective function with artificial ecosystem-based optimization for relieving the mismatching power loss of large-scale photovoltaic array

N. Rajasekar, Dalia Yousri, Seyedali Mirjalili, 2020, Energy Conversion and Management.

Introduction to Evolutionary Data Clustering and Its Applications

Hossam Faris, Ibrahim Aljarah, Maria Habib, 2021 .

A Novel U-Shaped Transfer Function for Binary Particle Swarm Optimisation

Stephan K. Chalup, Hongyu Zhang, Seyedali Mirjalili, 2019, SocProS.

General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification

Seyed Mohammad Mirjalili, Jingwei Too, S. Mirjalili, 2020, Appl. Artif. Intell..

Feature Selection Based on Grey Wolf Optimizer for Oil & Gas Reservoir Classification

Seyedali Mirjalili, Qasem Al-Tashi, Said Jadid Abdulkadir, 2020, 2020 International Conference on Computational Intelligence (ICCI).

Migration-Based Moth-Flame Optimization Algorithm

S. Mirjalili, L. Abualigah, M. Nadimi-Shahraki, 2021, Processes.

Introducing clustering based population in Binary Gravitational Search Algorithm for Feature Selection

Ram Sarkar, Seyedali Mirjalili, Akash Chakrabarti, 2020, Appl. Soft Comput..

Multi-Robot Exploration of Unknown Space Using Combined Meta-Heuristic Salp Swarm Algorithm and Deterministic Coordinated Multi-Robot Exploration

S. Mirjalili, Ali El Romeh, 2023, Sensors.

Enhanced Honey Badger Algorithm for mesh routers placement problem in wireless mesh networks

Asma Benmessaoud Gabis, A. Ramdane-Cherif, S. Mirjalili, 2022, International Conference on Advanced Aspects of Software Engineering.

Spatial bound whale optimization algorithm: an efficient high-dimensional feature selection approach

Majdi M. Mafarja, Jingwei Too, Majdi Mafarja, 2021, Neural Computing and Applications.

Using machine learning and computer vision to estimate the angular velocity of wind turbines in smart grids remotely

Mahdi Bahaghighat, Morteza Mohammadi Zanjireh, Fereshteh Abedini, 2021, Energy Reports.

Vision-Based Human Detection Techniques: A Descriptive Review

Dayang Rohaya Awang Rambli, D. R. A. Rambli, Shahriar Shakir Sumit, 2021, IEEE Access.

Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

S. Mirjalili, A. Hatamlou, S. Mirjalili, 2015, Neural Computing and Applications.

A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems

Hossam Faris, Mohamed Abdel-Basset, Doaa El-Shahat, 2019, Comput. Ind. Eng..

A smart handover prediction system based on curve fitting model for Fast Mobile IPv6 in wireless networks

Kayhan Zrar Ghafoor, Jaime Lloret, Seyed Mohammad Mirjalili, 2012, Int. J. Commun. Syst..

Multi-objective stochastic closed-loop supply chain network design with social considerations

Seyed Mohammad Mirjalili, Mostafa Hajiaghaei-Keshteli, Amir Mohammad Fathollahi Fard, 2018, Appl. Soft Comput..

Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges

Javier Del Ser, Khan Muhammad, Seyed Mohammad Mirjalili, 2020, Future Gener. Comput. Syst..

Chapter 28 – Evolving Radial Basis Function Networks Using Moth–Flame Optimizer

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2017 .

Multi-objective optimization framework for designing photonic crystal sensors.

Xiupu Zhang, Seyed Mohammad Mirjalili, Mohammad Javad Safdari, 2018, Applied optics.

Single-objective optimization framework for designing photonic crystal filters

Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, S. Mirjalili, 2017, Neural Computing and Applications.

Asymmetric Oval-Shaped-Hole Photonic Crystal Waveguide Design by Artificial Intelligence Optimizers

Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, S. Mirjalili, 2016, IEEE Journal of Selected Topics in Quantum Electronics.

How to design photonic crystal LEDs with artificial intelligence techniques

Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, Seyaedali Mirjalili, 2015 .

A parallel numerical method for solving optimal control problems based on whale optimization algorithm

Seyed Mohammad Mirjalili, H. H. Mehne, Hamed Hashemi Mehne, 2018, Knowl. Based Syst..

Moth-Flame Optimization Algorithm: Theory, Literature Review, and Application in Optimal Nonlinear Feedback Control Design

Seyed Mohammad Mirjalili, Seyed Hamed Hashemi Mehne, S. Mirjalili, 2019, Nature-Inspired Optimizers.

A set of efficient heuristics for a home healthcare problem

A. M. Fathollahi-Fard, S. Mirjalili, M. Hajiaghaei-Keshteli, 2019, Neural Computing and Applications.

Novel performance metrics for robust multi-objective optimization algorithms

Andrew Lewis, Seyed Mohammad Mirjalili, S. Mirjalili, 2015, Swarm Evol. Comput..

Grasshopper optimization algorithm for multi-objective optimization problems

S. Mirjalili, Ibrahim Aljarah, Shahrzad Saremi, 2017, Applied Intelligence.

Developing a model for multi-objective optimization of open channels and labyrinth weirs: Theory and application in Isfahan Irrigation Networks

Saeed Farzin, Seyedali Mirjalili, Sayed-Farhad Mousavi, 2021 .

Efficient Moth-Flame-Based Neuroevolution Models

Jin Song Dong, Majdi M. Mafarja, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

Choquet fuzzy integral-based classifier ensemble technique for COVID-19 detection

S. Mirjalili, R. Sarkar, Subhrajit Dey, 2021, Computers in Biology and Medicine.

Evolving Deep Neural Network by Customized Moth Flame Optimization Algorithm for Underwater Targets Recognition

S. Mirjalili, M. Mohammadi, M. Khishe, 2023, ArXiv.

Swarm intelligence for next-generation networks: Recent advances and applications

Dinh Thai Hoang, Seyed Mohammad Mirjalili, Diep N. Nguyen, 2021, J. Netw. Comput. Appl..

Design optimization of orbital angular momentum fibers using the gray wolf optimizer.

Seyed Mohammad Mirjalili, Pablo Bianucci, Hussein Taleb, 2020, Applied optics.

A KKM approach for inverse capacitated transportation problem in neutrosophic environment

Seyedali Mirjalili, Hamiden Abd El-Wahed Khalifa, Pavan Kumar, 2021, Sādhanā.

Enhancing feature selection with GMSMFO: A global optimization algorithm for machine learning with application to intrusion detection

Nazar K. Hussein, S. Mirjalili, M. Farag, 2023, J. Comput. Des. Eng..

Ant Colony Optimisation

Seyedali Mirjalili, S. Mirjalili, 2018, Studies in Computational Intelligence.

Ant Colony Optimizer: Theory, Literature Review, and Application in AUV Path Planning

Andrew Lewis, Jin Song Dong, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

Introduction to Multi-objective Optimization

Jin Song Dong, Seyedali Mirjalili, J. Dong, 2019, Multi-Objective Optimization using Artificial Intelligence Techniques.

A novel approach for deterioration and damage identification in building structures based on Stockwell-Transform and deep convolutional neural network pdf

Seyed Mohammad Mirjalili, Ehsan Noroozinejad Farsangi, Hashem Kalbkhani, 2021, Journal of Structural Integrity and Maintenance.

Vision-based hand posture estimation using a new hand model made of simple components

Andrew Lewis, Shahrzad Saremi, Seyedali Mirjalili, 2018, Optik.

Hybrid optimizers to solve a tri-level programming model for a tire closed-loop supply chain network design problem

Seyed Mohammad Mirjalili, Mostafa Hajiaghaei-Keshteli, Amir Mohammad Fathollahi Fard, 2018, Appl. Soft Comput..

An extensive dataset of handwritten central Kurdish isolated characters

S. Mirjalili, A. Alsadoon, Tarik A. Rashid, 2021, Data in brief.

Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems

S. Mirjalili, Pradeep Jangir, Shahrzad Saremi, 2016, Applied Intelligence.

Nature-Inspired Metaheuristics Search Algorithms for Solving the Economic Load Dispatch Problem of Power System: A Comparison Study

Hossam Faris, Seyedali Mirjalili, Alaa Sheta, 2019, Applied Nature-Inspired Computing: Algorithms and Case Studies.

Grasshopper Optimisation Algorithm: Theory and application

Andrew Lewis, Seyed Mohammad Mirjalili, Shahrzad Saremi, 2017, Adv. Eng. Softw..

Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review

S. Mirjalili, A. Alsadoon, M. Mohammadi, 2022, Archives of Computational Methods in Engineering.

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

Hamza Turabieh, Majdi M. Mafarja, Seyedali Mirjalili, 2019, IEEE Internet of Things Journal.

An Efficient Marine Predators Algorithm for Solving Multi-Objective Optimization Problems: Analysis and Validations

Mohamed Abdel-Basset, Michael Ryan, Ripon K. Chakrabortty, 2021, IEEE Access.

Grey wolf optimizer: a review of recent variants and applications

Hossam Faris, Ibrahim Aljarah, Mohammed Azmi Al-Betar, 2017, Neural Computing and Applications.

Swarm Intelligence for Next-Generation Wireless Networks: Recent Advances and Applications pdf

Dinh Thai Hoang, Diep N. Nguyen, Won-Joo Hwang, 2020, ArXiv.

AIEOU: Automata-based improved equilibrium optimizer with U-shaped transfer function for feature selection

Ram Sarkar, Seyed Mohammad Mirjalili, Kushal Kanti Ghosh, 2021, Knowl. Based Syst..

MAB-OS: Multi-Armed Bandits Metaheuristic Optimizer Selection

A. Farimani, S. Mirjalili, Kazem Meidani, 2022, Appl. Soft Comput..

Advances in Engineering Software

S. Mirjalili, A. Lewis, Seyedali Mirjalili, 2016 .

A modified multi-objective slime mould algorithm with orthogonal learning for numerical association rules mining

S. Mirjalili, Seyedali Mirjalili, O. Korbaa, 2022, Neural Computing and Applications.

Performance evaluation results of evolutionary clustering algorithm star for clustering heterogeneous datasets

Seyed Mohammad Mirjalili, Tarik A. Rashid, Bryar A. Hassan, 2021, Data in brief.

Equilibrium optimizer: A novel optimization algorithm

S. Mirjalili, Mohammad Heidarinejad, B. Stephens, 2020, Knowl. Based Syst..

Grasshopper Optimization Algorithm: Theory, Literature Review, and Application in Hand Posture Estimation

Jin Song Dong, Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, 2019, Nature-Inspired Optimizers.

Grasshopper Optimisation Algorithm: Theory and application

S. Mirjalili, A. Lewis, Shahrzad Saremi, 2017, Adv. Eng. Softw..

Training feedforward neural networks using multi-verse optimizer for binary classification problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2016, Applied Intelligence.

Introduction to Evolutionary Machine Learning Techniques

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

Enhanced multi-objective particle swarm optimisation for estimating hand postures

Andrew Lewis, Jin Song Dong, Alan Wee-Chung Liew, 2018, Knowl. Based Syst..

Particle Swarm Optimization: A Comprehensive Survey

Ayman A. El-Saleh, Tareq M. Shami, Mhd Amen Summakieh, 2022, IEEE Access.

Silas: High Performance, Explainable and Verifiable Machine Learning pdf

Jin Song Dong, Jie Dong, Seyed Mohammad Mirjalili, 2019, ArXiv.

A new hybrid PSOGSA algorithm for function optimization

S. Mirjalili, S. Hashim, 2010, 2010 International Conference on Computer and Information Application.

A Survey of Hand Posture Estimation Techniques and Optimisation Algorithms

Seyedali Mirjalili, Shahrzad Saremi, S. Mirjalili, 2019, Algorithms for Intelligent Systems.

A New 3D Hand Model, Hand Shape Optimisation and Evolutionary Population Dynamics for PSO and MOPSO

Seyedali Mirjalili, Shahrzad Saremi, S. Mirjalili, 2019, Algorithms for Intelligent Systems.

Multi-objective Optimisation of Marine Propellers

Andrew Lewis, Seyed Mohammad Mirjalili, S. Mirjalili, 2015, ICCS.