Seyedali Mirjalili

According to our database, Seyedali Mirjalili authored at least 332 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Ranking resilience: assessing the impact of scientific performance and the expansion of the Times Higher Education Word University Rankings on the position of Czech, Hungarian, Polish, and Slovak universities.

Barbara Tóth, Hossein Motahari-Nezhad, Nicki Horseman, László Berek, Levente Kovács, Áron Hölgyesi, Márta Péntek, Seyedali Mirjalili, László Gulácsi, Zsombor Zrubka

Scientometrics, March, 2024

Electric eel foraging optimization: A new bio-inspired optimizer for engineering applications.

Weiguo Zhao, Liying Wang, Zhenxing Zhang, Honggang Fan, Jiajie Zhang, Seyedali Mirjalili, Nima Khodadadi, Qingjiao Cao

Expert Syst. Appl., March, 2024

Partial reinforcement optimizer: An evolutionary optimization algorithm.

Ahmad Taheri, Keyvan RahimiZadeh, Amin Beheshti, Jan Baumbach, Ravipudi Venkata Rao, Seyedali Mirjalili, Amir H. Gandomi

Expert Syst. Appl., March, 2024

Greylag Goose Optimization: Nature-inspired optimization algorithm.

El-Sayed M. El-Kenawy, Nima Khodadadi, Seyedali Mirjalili, Abdelaziz A. Abdelhamid, Marwa Metwally Eid, Abdelhameed Ibrahim

Expert Syst. Appl., March, 2024

Gene selection for high dimensional biological datasets using hybrid island binary artificial bee colony with chaos game optimization.

Maha Nssibi, Ghaith Manita, Amit Chhabra, Seyedali Mirjalili, Ouajdi Korbaa

Artif. Intell. Rev., March, 2024

Quadratic interpolation and a new local search approach to improve particle swarm optimization: Solar photovoltaic parameter estimation.

Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, M. A. Farag, Seyedali Mirjalili, Mostafa A. Elhosseini

Expert Syst. Appl., February, 2024

Metaheuristic learning algorithms for accurate prediction of hydraulic performance of porous embankment weirs.

Mostafa Rahmanshahi, Jafar Jafari-Asl, Manoochehr Fathi-Moghadam, Sima Ohadi, Seyedali Mirjalili

Appl. Soft Comput., January, 2024

A fuzzy multi-objective optimization model for sustainable healthcare supply chain network design.

Ali Ala, Alireza Goli, Seyedali Mirjalili, Vladimir Simic

Appl. Soft Comput., January, 2024

Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection.

Behrouz Ahadzadeh, Moloud Abdar, Fatemeh Safara, Leyla Aghaei, Seyedali Mirjalili, Abbas Khosravi, Salvador García, Fakhri Karray, U. Rajendra Acharya

Appl. Soft Comput., January, 2024

SEB-ChOA: an improved chimp optimization algorithm using spiral exploitation behavior.

Leren Qian, Mohammad Khishe, Yiqian Huang, Seyedali Mirjalili

Neural Comput. Appl., 2024

Recent Advances in Grey Wolf Optimizer, its Versions and Applications: Review.

Sharif Naser Makhadmeh, Mohammed Azmi Al-Betar, Iyad Abu Doush, Mohammed A. Awadallah, Sofian Kassaymeh, Seyedali Mirjalili, Raed Abu Zitar

IEEE Access, 2024

2023

DAerosol-NTM: applying deep learning and neural Turing machine in aerosol prediction.

Zahra-Sadat Asaei-Moamam, Faramarz Safi Esfahani, Seyedali Mirjalili, Reza Mohammadpour, Mohammad-Hossein Nadimi-Shahraki

Neural Comput. Appl., December, 2023

Air quality particulate-pollution prediction applying GAN network and the Neural Turing Machine.

Zahra-Sadat Asaei-Moamam, Faramarz Safi Esfahani, Seyedali Mirjalili, Reza Mohammadpour, Mohammad-Hossein Nadimi-Shahraki

Appl. Soft Comput., November, 2023

Improved versions of crow search algorithm for solving global numerical optimization problems.

Alaa F. Sheta, Malik Braik, Heba Al-Hiary, Seyedali Mirjalili

Appl. Intell., November, 2023

Crayfish optimization algorithm.

Heming Jia, Honghua Rao, Changsheng Wen, Seyedali Mirjalili

Artif. Intell. Rev., November, 2023

Edge server placement problem in multi-access edge computing environment: models, techniques, and applications.

Bahareh Bahrami, Mohammad Reza Khayyambashi, Seyedali Mirjalili

Clust. Comput., October, 2023

An intelligent tuning scheme with a master/slave approach for efficient control of the automatic voltage regulator.

Davut Izci, Serdar Ekinci, Seyedali Mirjalili, Laith Abualigah

Neural Comput. Appl., September, 2023

An Improved Dandelion Optimizer Algorithm for Spam Detection: Next-Generation Email Filtering System.

Mohammad Tubishat, Feras N. Al-Obeidat, Ali Safaa Sadiq, Seyedali Mirjalili

Comput., September, 2023

Implementation of artificial intelligence and machine learning-based methods in brain-computer interaction.

Katerina Barnova, Martina Mikolasova, Radana Kahankova, Rene Jaros, Aleksandra Kawala-Sterniuk, Václav Snásel, Seyedali Mirjalili, Mariusz Pelc, Radek Martinek

Comput. Biol. Medicine, September, 2023

A multi-objective Chaos Game Optimization algorithm based on decomposition and random learning mechanisms for numerical optimization.

Salma Yacoubi, Ghaith Manita, Amit Chhabra, Ouajdi Korbaa, Seyedali Mirjalili

Appl. Soft Comput., September, 2023

A robust possibilistic programming framework for designing an organ transplant supply chain under uncertainty.

Alireza Goli, Ali Ala, Seyedali Mirjalili

Ann. Oper. Res., September, 2023

GMO: geometric mean optimizer for solving engineering problems.

Farshad Rezaei, Hamid Reza Safavi, Mohamed Abd Elaziz, Seyedali Mirjalili

Soft Comput., August, 2023

SwarmDeepSurv: swarm intelligence advances deep survival network for prognostic radiomics signatures in four solid cancers.

Qasem Al-Tashi, Maliazurina B. Saad, Ajay Sheshadri, Carol C. Wu, Joe Y. Chang, Bissan Al-Lazikani, Christopher Gibbons, Natalie I. Vokes, Jianjun Zhang, J. Jack Lee, John V. Heymach, David A. Jaffray, Seyedali Mirjalili, Jia Wu

Patterns, August, 2023

MOCOVIDOA: a novel multi-objective coronavirus disease optimization algorithm for solving multi-objective optimization problems.

Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili, Khalid M. Hosny

Neural Comput. Appl., August, 2023

Set algebra - based algebraic evolutionary algorithm for binary optimization problems.

Yichao He, Hailu Sun, Yuan Wang, Xinlu Zhang, Seyedali Mirjalili

Appl. Soft Comput., August, 2023

An Effective Imputation Method Using Data Enrichment for Missing Data of Loop Detectors in Intelligent Traffic Control Systems.

Payam Gouran, Mohammad H. Nadimi-Shahraki, Amir Masoud Rahmani, Seyedali Mirjalili

Remote. Sens., July, 2023

Designing INS/GNSS integrated navigation systems by using IPO algorithms.

Ali Mohammadi, Farid Sheikholeslam, Mehdi Emami, Seyedali Mirjalili

Neural Comput. Appl., July, 2023

Multi-objective chaos game optimization.

Nima Khodadadi, Laith Abualigah, Qasem Al-Tashi, Seyedali Mirjalili

Neural Comput. Appl., July, 2023

Implementation of a steganography system based on hybrid square quaternion moment compression in IoMT.

Mohamed Amine Tahiri, Ahmed Bencherqui, Hicham Karmouni, Hicham Amakdouf, Seyedali Mirjalili, Saad Motahhir, Mohamed Abouhawwash, Sameh S. Askar, Mhamed Sayyouri, Hassan Qjidaa

J. King Saud Univ. Comput. Inf. Sci., July, 2023

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

Nazar K. Hussein, Mohammed Qaraad, Souad Amjad, M. A. Farag, Saima Hassan, Seyedali Mirjalili, Mostafa A. El-Hosseini

J. Comput. Des. Eng., July, 2023

Late acceptance hill climbing aided chaotic harmony search for feature selection: An empirical analysis on medical data.

Anurup Naskar, Rishav Pramanik, S. K. Sabbir Hossain, Seyedali Mirjalili, Ram Sarkar

Expert Syst. Appl., July, 2023

Evaluating the Performance of various Algorithms for Wind Energy Optimization: A Hybrid Decision-Making model.

Ali Ala, Amin Mahmoudi, Seyedali Mirjalili, Vladimir Simic, Dragan Pamucar

Expert Syst. Appl., July, 2023

Multi-objective fitness-dependent optimizer algorithm.

Jaza Mahmood Abdullah, Tarik A. Rashid, Bestan B. Maaroof, Seyedali Mirjalili

Neural Comput. Appl., June, 2023

Comparison of recent metaheuristic optimization algorithms to solve the SHE optimization problem in MLI.

Halil Yigit, Satilmis Ürgün, Seyedali Mirjalili

Neural Comput. Appl., April, 2023

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

Tareq M. Shami, Seyedali Mirjalili, Yasser F. Al-Eryani, Khadija Daoudi, Saadat Izadi, Laith Abualigah

Neural Comput. Appl., April, 2023

Mesh Router Nodes Placement for Wireless Mesh Networks Based on an Enhanced Moth-Flame Optimization Algorithm.

Sylia Mekhmoukh Taleb, Yassine Meraihi, Seyedali Mirjalili, Dalila Acheli, Amar Ramdane-Cherif, Asma Benmessaoud Gabis

Mob. Networks Appl., April, 2023

Deep learning and metaheuristics application in internet of things: A literature review.

Mohamed Akram Khelili, Sihem Slatnia, Okba Kazar, Abdelhak Merizig, Seyedali Mirjalili

Microprocess. Microsystems, April, 2023

An improved whale optimization algorithm based on multi-population evolution for global optimization and engineering design problems.

Ya Shen, Chen Zhang, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili

Expert Syst. Appl., April, 2023

Improved intelligent water drop-based hybrid feature selection method for microarray data processing.

Esra'a Alhenawi, Rizik M. H. Al-Sayyed, Amjad Hudaib, Seyedali Mirjalili

Comput. Biol. Chem., April, 2023

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

Salma Yacoubi, Ghaith Manita, Hamida Amdouni, Seyedali Mirjalili, Ouajdi Korbaa

Neural Comput. Appl., March, 2023

Harris hawks optimization for COVID-19 diagnosis based on multi-threshold image segmentation.

Mohammad Hashem Ryalat, Osama M. Dorgham, Sara Tedmori, Zainab Al-Rahamneh, Nijad Al-Najdawi, Seyedali Mirjalili

Neural Comput. Appl., March, 2023

Deep feature selection using local search embedded social ski-driver optimization algorithm for breast cancer detection in mammograms.

Payel Pramanik, Souradeep Mukhopadhyay, Seyedali Mirjalili, Ram Sarkar

Neural Comput. Appl., March, 2023

Memory, evolutionary operator, and local search based improved Grey Wolf Optimizer with linear population size reduction technique.

Rasel Ahmed, Gade Pandu Rangaiah, Shuhaimi Mahadzir, Seyedali Mirjalili, Mohamed H. Hassan, Salah Kamel

Knowl. Based Syst., March, 2023

Discrete equilibrium optimizer combined with simulated annealing for feature selection.

Ritam Guha, Kushal Kanti Ghosh, Suman Kumar Bera, Ram Sarkar, Seyedali Mirjalili

J. Comput. Sci., March, 2023

Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators.

Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mahmoud Badawy, Seyedali Mirjalili, Mostafa A. Elhosseini

Comput. Electr. Eng., March, 2023

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

Ali El Romeh, Seyedali Mirjalili

Sensors, February, 2023

Trustworthy and Efficient Routing Algorithm for IoT-FinTech Applications Using Nonlinear Lévy Brownian Generalized Normal Distribution Optimization.

Ali Safaa Sadiq, Amin Abdollahi Dehkordi, Seyedali Mirjalili, Jingwei Too, Prashant Pillai

IEEE Internet Things J., February, 2023

A survey on dragonfly algorithm and its applications in engineering.

Chnoor M. Rahman, Tarik A. Rashid, Abeer Alsadoon, Nebojsa Bacanin, Polla Fattah, Seyedali Mirjalili

Evol. Intell., February, 2023

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

Pradeep Jangir, Hitarth Buch, Seyedali Mirjalili, Premkumar Manoharan

Evol. Intell., February, 2023

Marine predator inspired naked mole-rat algorithm for global optimization.

Rohit Salgotra, Supreet Singh, Urvinder Singh, Seyedali Mirjalili, Amir H. Gandomi

Expert Syst. Appl., February, 2023

Predicting Household Electric Power Consumption Using Multi-step Time Series with Convolutional LSTM.

Lucia Cascone, Saima Sadiq, Saleem Ullah, Seyedali Mirjalili, Hafeez Ur Rehman Siddiqui, Muhammad Umer

Big Data Res., February, 2023

The Fifteen Puzzle - A New Approach through Hybridizing Three Heuristics Methods.

Dler O. Hasan, Aso M. Aladdin, Hardi Sabah Talabani, Tarik Ahmed Rashid, Seyedali Mirjalili

Comput., January, 2023

Special issue on soft computing for high-dimensional data analytics and optimization.

Priti Bansal, Seyedali Mirjalili, Shiping Wen

Soft Comput., 2023

An improved hybrid whale optimization algorithm for global optimization and engineering design problems.

Abolfazl Rahimnejad, Ebrahim Akbari, Seyedali Mirjalili, Stephen Andrew Gadsden, Pavel Trojovský, Eva Trojovská

PeerJ Comput. Sci., 2023

Evolutionary mating algorithm.

Mohd Herwan Sulaiman, Zuriani Mustaffa, Mohd Mawardi Saari, Hamdan Daniyal, Seyedali Mirjalili

Neural Comput. Appl., 2023

Multilevel thresholding satellite image segmentation using chaotic coronavirus optimization algorithm with hybrid fitness function.

Khalid M. Hosny, Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili

Neural Comput. Appl., 2023

A novel hybrid arithmetic optimization algorithm for solving constrained optimization problems.

Betül Sultan Yildiz, Sumit Kumar, Natee Panagant, Pranav Mehta, Sadiq M. Sait, Ali Riza Yildiz, Nantiwat Pholdee, Sujin Bureerat, Seyedali Mirjalili

Knowl. Based Syst., 2023

Chaotic marine predators algorithm for global optimization of real-world engineering problems.

Sumit Kumar, Betül Sultan Yildiz, Pranav Mehta, Natee Panagant, Sadiq M. Sait, Seyedali Mirjalili, Ali Riza Yildiz

Knowl. Based Syst., 2023

Fick's Law Algorithm: A physical law-based algorithm for numerical optimization.

Fatma A. Hashim, Reham R. Mostafa, Abdelazim G. Hussien, Seyedali Mirjalili, Karam M. Sallam

Knowl. Based Syst., 2023

MEALPY: An open-source library for latest meta-heuristic algorithms in Python.

Nguyen Van Thieu, Seyedali Mirjalili

J. Syst. Archit., 2023

A data-driven approach for linear and nonlinear damage detection using variational mode decomposition and GARCH model.

Vahid Reza Gharehbaghi, Hashem Kalbkhani, Ehsan Noroozinejad Farsangi, Tony T. Y. Yang, Seyedali Mirjalili

Eng. Comput., 2023

Improved deep convolutional neural networks using chimp optimization algorithm for Covid19 diagnosis from the X-ray images.

Chengfeng Cai, Bingchen Gou, Mohammad Khishe, Mokhtar Mohammadi, Shima Rashidi, Reza Moradpour, Seyedali Mirjalili

Expert Syst. Appl., 2023

Evolving Marine Predators Algorithm by dynamic foraging strategy for real-world engineering optimization problems.

Baohua Shen, Mohammad Khishe, Seyedali Mirjalili

Eng. Appl. Artif. Intell., 2023

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

El-Sayed M. El-Kenawy, Abdelaziz A. Abdelhamid, Abdelhameed Ibrahim, Seyedali Mirjalili, Nima Khodadad, Mona A. Alduailij, Amel Ali Alhussan, Doaa Sami Khafaga

Comput. Syst. Sci. Eng., 2023

Enhanced Multi-Objective Grey Wolf Optimizer with L関y Flight and Mutation Operators for Feature Selection.

Qasem Al-Tashi, Tareq M. Shami, Said Jadid Abdulkadir, Emelia Akashah Patah Akhir, Ayed Alwadain, Hitham Alhussain, Alawi Alqushaibi, Helmi Md Rais, Amgad Muneer, Maliazurina B. Saad, Jia Wu, Seyedali Mirjalili

Comput. Syst. Sci. Eng., 2023

Hybrid Inception Architecture with Residual Connection: Fine-tuned Inception-ResNet Deep Learning Model for Lung Inflammation Diagnosis from Chest Radiographs.

Mehdi Neshat, Muktar Ahmed, Hossein Askari, Menasha Thilakaratne, Seyedali Mirjalili

CoRR, 2023

Using evolutionary machine learning to characterize and optimize co-pyrolysis of biomass feedstocks and polymeric wastes.

Hossein Shahbeik, Alireza Shafizadeh, Mohammad Hossein Nadian, Dorsa Jeddi, Seyedali Mirjalili, Yadong Yang, Su Shiung Lam, Junting Pan, Meisam Tabatabaei, Mortaza Aghbashlo

CoRR, 2023

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

Mohammad Khishe, Mokhtar Mohammadi, Tarik A. Rashid, Hoger Mahmud, Seyedali Mirjalili

CoRR, 2023

Analysis on population-based algorithm optimized filter for non-invasive fECG extraction.

Lingping Kong, Seyedali Mirjalili, Václav Snásel, Jeng-Shyang Pan, Akshaya Raj, Radana Kahankova, Radek Martinek

Appl. Soft Comput., 2023

An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems.

Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Seyedali Mirjalili, Mostafa A. Elhosseini

Artif. Intell. Rev., 2023

The Deep Sleep Optimizer: A Human-Based Metaheuristic Approach.

Sunday Oladayo Oladejo, Stephen O. Ekwe, Lateef Adesola Akinyemi, Seyedali Mirjalili

IEEE Access, 2023

BAOA: Binary Arithmetic Optimization Algorithm With K-Nearest Neighbor Classifier for Feature Selection.

Nima Khodadadi, Ehsan Khodadadi, Qasem Al-Tashi, El-Sayed M. El-Kenawy, Laith Abualigah, Said Jadid Abdulkadir, Alawi Alqushaibi, Seyedali Mirjalili

IEEE Access, 2023

Adaptive Chaotic Marine Predators Hill Climbing Algorithm for Large-Scale Design Optimizations.

Amin Abdollahi Dehkordi, Bahareh Etaati, Mehdi Neshat, Seyedali Mirjalili

IEEE Access, 2023

Innovative Feature Selection Method Based on Hybrid Sine Cosine and Dipper Throated Optimization Algorithms.

Abdelaziz A. Abdelhamid, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Marwa Metwally Eid, Doaa Sami Khafaga, Amel Ali Alhussan, Seyedali Mirjalili, Nima Khodadadi, Wei Hong Lim, Mahmoud Y. Shams

IEEE Access, 2023

An Enhanced Aquila-Based Resource Allocation for Efficient Indoor IoT Visible Light Communication.

Selma Yahia, Yassine Meraihi, Sylia Mekhmoukh Taleb, Seyedali Mirjalili, Amar Ramdane-Cherif, Tu Dac Ho, Hossien B. Eldeeb, Sami Muhaidat

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Improved Barnacles Movement Optimizer (IBMO) Algorithm for Engineering Design Problems.

Syed Kumayl Raza Moosavi, Muhammad Hamza Zafar, Seyedali Mirjalili, Filippo Sanfilippo

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

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

Narinder Singh, Essam H. Houssein, Seyedali Mirjalili, Yankai Cao, Ganeshsree Selvachandran

Int. J. Intell. Syst., December, 2022

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

Yichao He, Fazhan Zhang, Seyedali Mirjalili, Tong Zhang

Swarm Evol. Comput., 2022

An enhanced moth flame optimization with mutualism scheme for function optimization.

Saroj Kumar Sahoo, Apu Kumar Saha, Sushmita Sharma, Seyedali Mirjalili, Sanjoy Chakraborty

Soft Comput., 2022

Enhancing the contrast of the grey-scale image based on meta-heuristic optimization algorithm.

Ali Hussain Khan, Shameem Ahmed, Suman Kumar Bera, Seyedali Mirjalili, Diego Oliva, Ram Sarkar

Soft Comput., 2022

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

Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Amar Ramdane-Cherif, Fawaz E. Alsaadi

SN Comput. Sci., 2022

A Hybrid Dragonfly Algorithm for Efficiency Optimization of Induction Motors.

Niraj Kumar Shukla, Rajeev Srivastava, Seyedali Mirjalili

Sensors, 2022

Joint user grouping and power control using whale optimization algorithm for NOMA uplink systems.

Bilal Ur Rehman, Mohammad Inayatullah Babar, Arbab Waheed Ahmad, Muhammad Amir, Waleed Shahjehan, Ali Safaa Sadiq, Seyedali Mirjalili, Amin Abdollahi Dehkordi

PeerJ Comput. Sci., 2022

Nodes placement in wireless mesh networks using optimization approaches: a survey.

Sylia Mekhmoukh Taleb, Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Amar Ramdane-Cherif

Neural Comput. Appl., 2022

Zero root-mean-square error for single- and double-diode photovoltaic models parameter determination.

Hussein Mohammed Ridha, Hashim Hizam, Seyedali Mirjalili, Mohammad Lutfi Othman, Mohammad Effendy Ya'acob

Neural Comput. Appl., 2022

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

Chnoor M. Rahman, Tarik A. Rashid, Aram Mahmood Ahmed, Seyedali Mirjalili

Neural Comput. Appl., 2022

An efficient two-stage water cycle algorithm for complex reliability-based design optimization problems.

Zeng Meng, Hao Li, Runqian Zeng, Seyedali Mirjalili, Ali Riza Yildiz

Neural Comput. Appl., 2022

Adaptive grey wolf optimizer.

Kazem Meidani, AmirPouya Hemmasian, Seyedali Mirjalili, Amir Barati Farimani

Neural Comput. Appl., 2022

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

Sharif Naser Makhadmeh, Osama Ahmad Alomari, Seyedali Mirjalili, Mohammed Azmi Al-Betar, Ashraf Elnagar

Neural Comput. Appl., 2022

MOAVOA: a new multi-objective artificial vultures optimization algorithm.

Nima Khodadadi, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili

Neural Comput. Appl., 2022

Multi-objective Stochastic Paint Optimizer (MOSPO).

Nima Khodadadi, Laith Abualigah, Seyedali Mirjalili

Neural Comput. Appl., 2022

COVIDOA: a novel evolutionary optimization algorithm based on coronavirus disease replication lifecycle.

Asmaa M. Khalid, Khalid M. Hosny, Seyedali Mirjalili

Neural Comput. Appl., 2022

Prairie Dog Optimization Algorithm.

Absalom E. Ezugwu, Jeffrey O. Agushaka, Laith Abualigah, Seyedali Mirjalili, Amir H. Gandomi

Neural Comput. Appl., 2022

Hybrid binary whale with harris hawks for feature selection.

Ranya Al-Wajih, Said Jadid Abdulkadir, Hitham Alhussian, Norshakirah Aziz, Qasem Al-Tashi, Seyedali Mirjalili, Alawi Alqushaibi

Neural Comput. Appl., 2022

Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results.

Laith Mohammad Abualigah, Mohamed Abd Elaziz, Ahmad M. Khasawneh, Mohammad Alshinwan, Rehab Ali Ibrahim, Mohammed Abdulaziz Aide Al-qaness, Seyedali Mirjalili, Putra Sumari, Amir H. Gandomi

Neural Comput. Appl., 2022

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

Rajalaxmi Ramasamy Rajammal, Seyedali Mirjalili, Gothai Ekambaram, Natesan Palanisamy

Knowl. Based Syst., 2022

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

Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili, Khalid M. Hosny

Knowl. Based Syst., 2022

Multi-objective scheduling of IoT-enabled smart homes for energy management based on Arithmetic Optimization Algorithm: A Node-RED and NodeMCU module-based technique.

Danial Bahmanyar, Navid Razmjooy, Seyedali Mirjalili

Knowl. Based Syst., 2022

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

Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Hoda Zamani, Ardeshir Bahreininejad

J. Comput. Sci., 2022

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

Betül Sultan Yildiz, Pranav Mehta, Natee Panagant, Seyedali Mirjalili, Ali Riza Yildiz

J. Comput. Des. Eng., 2022

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

Soumitri Chattopadhyay, Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar

Int. J. Intell. Syst., 2022

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

Thanh Cuong-Le, Trong Nghia-Nguyen, Samir Khatir, Phuoc Trong-Nguyen, Seyedali Mirjalili, Khuong D. Nguyen

Eng. Comput., 2022

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

Ali Safaa Sadiq, Amin Abdollahi Dehkordi, Seyedali Mirjalili, Quoc-Viet Pham

Expert Syst. Appl., 2022

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

Murugan Ramachandran, Seyedali Mirjalili, Mohan Malli Ramalingam, Christober Asir Rajan Charles Gnanakkan, Deiva Sundari Parvathysankar, Sundaram Arunachalam

Expert Syst. Appl., 2022

Inclined planes system optimization: Theory, literature review, and state-of-the-art versions for IIR system identification.

Ali Mohammadi, Farid Sheikholeslam, Seyedali Mirjalili

Expert Syst. Appl., 2022

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

Zeng Meng, Ali Riza Yildiz, Seyedali Mirjalili

Expert Syst. Appl., 2022

Online metaheuristic algorithm selection.

Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani

Expert Syst. Appl., 2022

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

Rajamani Devaraj, Siva Kumar Mahalingam, Balasubramanian Esakki, Antonello Astarita, Seyedali Mirjalili

Expert Syst. Appl., 2022

A novel routing protocol based on grey wolf optimization and Q learning for wireless body area network.

Pradeep Bedi, Sanjoy Das, S. B. Goyal, Piyush Kumar Shukla, Seyedali Mirjalili, Manoj Kumar

Expert Syst. Appl., 2022

Binary Simulated Normal Distribution Optimizer for feature selection: Theory and application in COVID-19 datasets.

Shameem Ahmed, Khalid Hassan Sheikh, Seyedali Mirjalili, Ram Sarkar

Expert Syst. Appl., 2022

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

Liying Wang, Qingjiao Cao, Zhenxing Zhang, Seyedali Mirjalili, Weiguo Zhao

Eng. Appl. Artif. Intell., 2022

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

Murugan Ramachandran, Seyedali Mirjalili, Morteza Nazari-Heris, Deiva Sundari Parvathysankar, Sundaram Arunachalam, Christober Asir Rajan Charles Gnanakkan

Eng. Appl. Artif. Intell., 2022

Kurdish Handwritten Character Recognition using Deep Learning Techniques.

Rebin M. Ahmed, Tarik A. Rashid, Polla Fattah, Abeer Alsadoon, Nebojsa Bacanin, Seyedali Mirjalili, S. Vimal, Amit Chhabra

CoRR, 2022

Brain Tumor Detection and Classification Using a New Evolutionary Convolutional Neural Network.

Amin Abdollahi Dehkordi, Mina Hashemi, Mehdi Neshat, Seyedali Mirjalili, Ali Safaa Sadiq

CoRR, 2022

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

Bestan B. Maaroof, Tarik A. Rashid, Jaza Mahmood Abdulla, Bryar A. Hassan, Abeer Alsadoon, Mokhtar Mohammadi, Mohammad Khishe, Seyedali Mirjalili

CoRR, 2022

A mixed sine cosine butterfly optimization algorithm for global optimization and its application.

Sushmita Sharma, Apu Kumar Saha, Susmita Roy, Seyedali Mirjalili, Sukanta Nama

Clust. Comput., 2022

Abnormality classification and localization using dual-branch whole-region-based CNN model with histopathological images.

Olaide Nathaniel Oyelade, Absalom E. Ezugwu, Hein S. Venter, Seyedali Mirjalili, Amir H. Gandomi

Comput. Biol. Medicine, 2022

Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study.

Mohammad H. Nadimi-Shahraki, Hoda Zamani, Seyedali Mirjalili

Comput. Biol. Medicine, 2022

Bayesian-based optimized deep learning model to detect COVID-19 patients using chest X-ray image data.

Mohamed Loey, Shaker H. Ali El-Sappagh, Seyedali Mirjalili

Comput. Biol. Medicine, 2022

HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis.

Md. Saiful Islam, Md. Abdul Awal, Jinnaton Nessa Laboni, Farhana Tazmim Pinki, Shatu Karmokar, Khondoker Mirazul Mumenin, Saad Al-Ahmadi, Md. Ashfikur Rahman, Md. Shahadat Hossain, Seyedali Mirjalili

Comput. Biol. Medicine, 2022

Multilevel segmentation of 2D and volumetric medical images using hybrid Coronavirus Optimization Algorithm.

Khalid M. Hosny, Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili

Comput. Biol. Medicine, 2022

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

Esraa Alhenawi, Rizik M. H. Al-Sayyed, Amjad Hudaib, Seyedali Mirjalili

Comput. Biol. Medicine, 2022

MAB-OS: Multi-Armed Bandits Metaheuristic Optimizer Selection.

Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani

Appl. Soft Comput., 2022

Multi-COVID-Net: Multi-objective optimized network for COVID-19 diagnosis from chest X-ray images.

Tripti Goel, R. Murugan, Seyedali Mirjalili, Deba Kumar Chakrabartty

Appl. Soft Comput., 2022

A beta salp swarm algorithm meta-heuristic for inverse kinematics and optimization.

Nizar Rokbani, Seyedali Mirjalili, Mohamed Slim, Adel M. Alimi

Appl. Intell., 2022

Truss optimization with natural frequency constraints using generalized normal distribution optimization.

Nima Khodadadi, Seyedali Mirjalili

Appl. Intell., 2022

Black hole algorithm: A comprehensive survey.

Laith Abualigah, Mohamed Abd Elaziz, Putra Sumari, Ahmad M. Khasawneh, Mohammad Alshinwan, Seyedali Mirjalili, Mohammad Shehab, Hayfa Y. Abuaddous, Amir H. Gandomi

Appl. Intell., 2022

Secure video communication using firefly optimization and visual cryptography.

Manoj Kumar, Jyoti Aggarwal, Anuj Rani, Thompson Stephan, Achyut Shankar, Seyedali Mirjalili

Artif. Intell. Rev., 2022

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

Nour Eldeen Mahmoud Khalifa, Mohamed Loey, Seyedali Mirjalili

Artif. Intell. Rev., 2022

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

Thanh Sang-To, Hoang-Le Minh, Seyedali Mirjalili, Magd Abdel Wahab, Thanh Cuong-Le

Adv. Eng. Softw., 2022

VecMetaPy: A vectorized framework for metaheuristic optimization in Python.

AmirPouya Hemmasian, Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani

Adv. Eng. Softw., 2022

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

Benyamin Abdollahzadeh, Farhad Soleimanian Gharehchopogh, Nima Khodadadi, Seyedali Mirjalili

Adv. Eng. Softw., 2022

Solving the Mesh Router Nodes Placement in Wireless Mesh Networks Using Coyote Optimization Algorithm.

Sylia Mekhmoukh Taleb, Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Atef Zaguia, Amar Ramdane-Cherif

IEEE Access, 2022

Particle Swarm Optimization: A Comprehensive Survey.

Tareq M. Shami, Ayman A. El-Saleh, Mohammed Alswaitti, Qasem Al-Tashi, Mhd Amen Summakieh, Seyedali Mirjalili

IEEE Access, 2022

A Novel Theoretical and Practical Methodology for Extracting the Parameters of the Single and Double Diode Photovoltaic Models.

Hussein Mohammed Ridha, Hashim Hizam, Seyedali Mirjalili, Mohammad Lutfi Othman, Mohammad Effendy Ya'acob, Laith Mohammad Abualigah

IEEE Access, 2022

Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance Algorithms for Real-World Constrained Optimization Benchmark.

Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Seyedali Mirjalili, Nadhir Ben Halima, Mostafa A. Elhosseini

IEEE Access, 2022

Dynamic Arithmetic Optimization Algorithm for Truss Optimization Under Natural Frequency Constraints.

Nima Khodadadi, Václav Snásel, Seyedali Mirjalili

IEEE Access, 2022

An Archive-Based Multi-Objective Arithmetic Optimization Algorithm for Solving Industrial Engineering Problems.

Nima Khodadadi, Laith Abualigah, El-Sayed M. El-Kenawy, Václav Snásel, Seyedali Mirjalili

IEEE Access, 2022

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

El-Sayed M. El-Kenawy, Seyedali Mirjalili, Fawaz Alassery, Yudong Zhang, Marwa Metwally Eid, Shady Y. El-Mashad, Bandar Abdullah Aloyaydi, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid

IEEE Access, 2022

EEG Channel Selection for Person Identification Using Binary Grey Wolf Optimizer.

Zaid Abdi Alkareem Alyasseri, Osama Ahmad Alomari, Sharif Naser Makhadmeh, Seyedali Mirjalili, Mohammed Azmi Al-Betar, Salwani Abdullah, Nabeel Salih Ali, João P. Papa, Douglas Rodrigues, Ammar Kamal Abasi

IEEE Access, 2022

Hybrid Generalized Normal Distribution Optimization with Sine Cosine Algorithm for Global Optimization.

Jingwei Too, Ali Safaa Sadiq, Hesam Akbari, Guo Ren Mong, Seyedali Mirjalili

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

A Hybrid Firefly Algorithm and Particle Swarm Optimization Algorithm for Mesh Routers Placement Problem in Wireless Mesh Networks.

Sylia Mekhmoukh Taleb, Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

Evolutionary Population Dynamic Mechanisms for the Harmony Search Algorithm.

Seyedeh Zahra Mirjalili, Shelda Sajeev, Ratna Saha, Nima Khodadadi, Seyed Mohammad Mirjalili, Seyedali Mirjalili

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

Chaotic Stochastic Paint Optimizer (CSPO).

Nima Khodadadi, Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, Seyedali Mirjalili

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

AMHS: Archive-Based Multi-objective Harmony Search Algorithm.

Nima Khodadadi, Farhad Soleimanian Gharehchopogh, Benyamin Abdollahzadeh, Seyedali Mirjalili

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022

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

Sylia Mekhmoukh Taleb, Yassine Meraihi, Seyedali Mirjalili, Dalila Acheli, Amar Ramdane-Cherif, Asma Benmessaoud Gabis

Proceedings of the International Conference on Advanced Aspects of Software Engineering, 2022

2021

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

Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Ahmed A. Ewees, Laith Mohammad Abualigah, Mohamed Abd Elaziz

Symmetry, 2021

Hybrid Binary Dragonfly Algorithm with Simulated Annealing for Feature Selection.

Hamouda Chantar, Mohammad Tubishat, Mansour Essgaer, Seyedali Mirjalili

SN Comput. Sci., 2021

IoT-Blockchain: Harnessing the Power of Internet of Thing and Blockchain for Smart Supply Chain.

Neda Azizi, Heliyeh Malekzadeh, Peyman Akhavan, Omid Haass, Shahrzad Saremi, Seyedali Mirjalili

Sensors, 2021

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

Jingwei Too, Majdi M. Mafarja, Seyedali Mirjalili

Neural Comput. Appl., 2021

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

Yiying Zhang, Aining Chi, Seyedali Mirjalili

Knowl. Based Syst., 2021

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

Jingwei Too, Seyedali Mirjalili

Knowl. Based Syst., 2021

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

Shameem Ahmed, Kushal Kanti Ghosh, Seyedali Mirjalili, Ram Sarkar

Knowl. Based Syst., 2021

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

Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili, Ripon Kumar Chakrabortty, Michael J. Ryan

Knowl. Based Syst., 2021

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

Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili

Knowl. Based Syst., 2021

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

Brahim Benaissa, Nourredine Aït Hocine, Samir Khatir, Mohamed Kamel Riahi, Seyedali Mirjalili

J. Comput. Sci., 2021

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

Quoc-Viet Pham, Dinh C. Nguyen, Seyedali Mirjalili, Dinh Thai Hoang, Diep N. Nguyen, Pubudu N. Pathirana, Won-Joo Hwang

J. Netw. Comput. Appl., 2021

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

M. Premkumar, Pradeep Jangir, Ravichandran Sowmya, Hassan Haes Alhelou, Seyedali Mirjalili, B. Santhosh Kumar

J. Comput. Des. Eng., 2021

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

Benyamin Abdollahzadeh, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili

Int. J. Intell. Syst., 2021

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

Anuradha Banerjee, Abu Sufian, Ali Safaa Sadiq, Seyedali Mirjalili

Trans. Emerg. Telecommun. Technol., 2021

Dynamic Salp swarm algorithm for feature selection.

Mohammad Tubishat, Salinah Ja'afar, Mohammed Alswaitti, Seyedali Mirjalili, Norisma Idris, Maizatul Akmar Ismail, Mardian Shah Omar

Expert Syst. Appl., 2021

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

Sarah Shukri, Rizik M. H. Al-Sayyed, Amjad Hudaib, Seyedali Mirjalili

Expert Syst. Appl., 2021

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

Saima Sadiq, Muhammad Umer, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi

Expert Syst. Appl., 2021

An improved grey wolf optimizer for solving engineering problems.

Mohammad-Hossein Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili

Expert Syst. Appl., 2021

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

Shubham Gupta, Hammoudi Abderazek, Betül Sultan Yildiz, Ali Riza Yildiz, Seyedali Mirjalili, Sadiq M. Sait

Expert Syst. Appl., 2021

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

Moses Olabhele Esangbedo, Sijun Bai, Seyedali Mirjalili, Zonghan Wang

Expert Syst. Appl., 2021

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

Shail Kumar Dinkar, Kusum Deep, Seyedali Mirjalili, Shivankur Thapliyal

Expert Syst. Appl., 2021

A novel version of Cuckoo search algorithm for solving optimization problems.

Thanh Cuong-Le, Hoang-Le Minh, Samir Khatir, Magd Abdel Wahab, Minh Thi Tran, Seyedali Mirjalili

Expert Syst. Appl., 2021

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

Hadrien Bride, Cheng-Hao Cai, Jie Dong, Jin Song Dong, Zhé Hóu, Seyedali Mirjalili, Jing Sun

Expert Syst. Appl., 2021

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

Mohammad H. Nadimi-Shahraki, Ali Fatahi, Hoda Zamani, Seyedali Mirjalili, Laith Mohammad Abualigah

Entropy, 2021

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

Dalia Yousri, Seyedali Mirjalili, J. A. Tenreiro Machado, Thanikanti Sudhakar Babu, Osama Elbaksawi, Ahmed Fathy

Eng. Appl. Artif. Intell., 2021

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

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

CoRR, 2021

A Novel Approach for Deterioration and Damage Identification in Building Structures Based on Stockwell-Transform and Deep Convolutional Neural Network.

Vahidreza Gharehbaghi, Hashem Kalbkhani, Ehsan Noroozinejad Farsangi, Tony T. Y. Yang, Andy Nguyen, Seyedali Mirjalili, Christian Málaga-Chuquitaype

CoRR, 2021

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

Bryar A. Hassan, Tarik A. Rashid, Seyedali Mirjalili

CoRR, 2021

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

Bryar A. Hassan, Tarik A. Rashid, Seyedali Mirjalili

CoRR, 2021

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

Mohammad H. Nadimi-Shahraki, Mahdis Banaie-Dezfouli, Hoda Zamani, Shokooh Taghian, Seyedali Mirjalili

Comput., 2021

COVID-19 cough sound symptoms classification from scalogram image representation using deep learning models.

Mohamed Loey, Seyedali Mirjalili

Comput. Biol. Medicine, 2021

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

Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar

Comput. Biol. Medicine, 2021

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

Subhrajit Dey, Rajdeep Bhattacharya, Samir Malakar, Seyedali Mirjalili, Ram Sarkar

Comput. Biol. Medicine, 2021

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

Hojat Karami, Mahdi Valikhan Anaraki, Saeed Farzin, Seyedali Mirjalili

Comput. Ind. Eng., 2021

A novel enhanced whale optimization algorithm for global optimization.

Sanjoy Chakraborty, Apu Kumar Saha, Sushmita Sharma, Seyedali Mirjalili, Ratul Chakraborty

Comput. Ind. Eng., 2021

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

Benyamin Abdollahzadeh, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili

Comput. Ind. Eng., 2021

A Binary Equilibrium Optimization Algorithm for 0-1 Knapsack Problems.

Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili

Comput. Ind. Eng., 2021

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

Mohamed Abdel-Basset, Reda Mohamed, Ripon Kumar Chakrabortty, Michael J. Ryan, Seyedali Mirjalili

Comput. Ind. Eng., 2021

New binary marine predators optimization algorithms for 0-1 knapsack problems.

Mohamed Abdel-Basset, Reda Mohamed, Ripon Kumar Chakrabortty, Michael J. Ryan, Seyedali Mirjalili

Comput. Ind. Eng., 2021

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

Amin Abdollahi Dehkordi, Ali Safaa Sadiq, Seyedali Mirjalili, Kayhan Zrar Ghafoor

Appl. Soft Comput., 2021

A bi-stage feature selection approach for COVID-19 prediction using chest CT images.

Shibaprasad Sen, Soumyajit Saha, Somnath Chatterjee, Seyedali Mirjalili, Ram Sarkar

Appl. Intell., 2021

OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19.

Tripti Goel, R. Murugan, Seyedali Mirjalili, Deba Kumar Chakrabartty

Appl. Intell., 2021

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

Mohammad H. Nadimi-Shahraki, Ebrahim Moeini, Shokooh Taghian, Seyedali Mirjalili

Algorithms, 2021

A comprehensive survey of sine cosine algorithm: variants and applications.

Asma Benmessaoud Gabis, Yassine Meraihi, Seyedali Mirjalili, Amar Ramdane-Cherif

Artif. Intell. Rev., 2021

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

Mohamed Abd El Aziz, Dalia Yousri, Seyedali Mirjalili

Adv. Eng. Softw., 2021

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

Anam Yousaf, Muhammad Umer, Saima Sadiq, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi

IEEE Access, 2021

Vision-Based Human Detection Techniques: A Descriptive Review.

Shahriar Shakir Sumit, Dayang Rohaya Awang Rambli, Seyedali Mirjalili

IEEE Access, 2021

Grasshopper Optimization Algorithm: Theory, Variants, and Applications.

Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Amar Ramdane-Cherif

IEEE Access, 2021

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

Premkumar Manoharan, Pradeep Jangir, B. Santhosh Kumar, Ravichandran Sowmya, Hassan Haes Alhelou, Laith Mohammad Abualigah, Ali Riza Yildiz, Seyedali Mirjalili

IEEE Access, 2021

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

Abid Ishaq, Saima Sadiq, Muhammad Umer, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi

IEEE Access, 2021

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

Abdelhameed Ibrahim, Seyedali Mirjalili, Mohammed El-Said, Sherif S. M. Ghoneim, Mosleh M. Al-Harthi, Tarek Fawzi Ibrahim, El-Sayed M. El-Kenawy

IEEE Access, 2021

Identifying Critical Dimensions for Project Success in R&D Environment Using Delphi Study and Validation Techniques.

Huma Hanif, Aamer Hanif, Ali Ahsan, Ali Safaa Sadiq, Seyedali Mirjalili, Basem Y. Alkazemi

IEEE Access, 2021

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

El-Sayed M. El-Kenawy, Seyedali Mirjalili, Abdelhameed Ibrahim, Mohammed F. Alrahmawy, Mohammed El-Said, Rokaia M. Zaki, Marwa Metwally Eid

IEEE Access, 2021

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

El-Sayed M. El-Kenawy, Seyedali Mirjalili, Sherif S. M. Ghoneim, Marwa Metwally Eid, Mohammed El-Said, Zeeshan Shafi Khan, Abdelhameed Ibrahim

IEEE Access, 2021

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

Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili, Ripon K. Chakrabortty, Michael J. Ryan

IEEE Access, 2021

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

Jingwei Too, Seyedali Mirjalili

Appl. Artif. Intell., 2021

2020

Whale Optimization Algorithm With Applications to Resource Allocation in Wireless Networks.

Quoc-Viet Pham, Seyedali Mirjalili, Neeraj Kumar, Mamoun Alazab, Won-Joo Hwang

IEEE Trans. Veh. Technol., 2020

Embedded chaotic whale survival algorithm for filter-wrapper feature selection.

Ritam Guha, Manosij Ghosh, Shyok Mutsuddi, Ram Sarkar, Seyedali Mirjalili

Soft Comput., 2020

Special issue on "real-world optimization problems and meta-heuristics".

Seyedali Mirjalili

Neural Comput. Appl., 2020

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

Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Huiling Chen, Jie Luo, Seyedali Mirjalili

Neural Comput. Appl., 2020

A set of efficient heuristics for a home healthcare problem.

Amir Mohammad Fathollahi Fard, Mostafa Hajiaghaei-Keshteli, Seyedali Mirjalili

Neural Comput. Appl., 2020

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

Dalia Yousri, Mohamed E. Abd Elaziz, Seyedali Mirjalili

Knowl. Based Syst., 2020

Equilibrium optimizer: A novel optimization algorithm.

Afshin Faramarzi, Mohammad Heidarinejad, Brent E. Stephens, Seyedali Mirjalili

Knowl. Based Syst., 2020

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

Hammoudi Abderazek, Ali Riza Yildiz, Seyedali Mirjalili

Knowl. Based Syst., 2020

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

Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili

Knowl. Inf. Syst., 2020

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

Heba Al Nsour, Mohammed Alweshah, Abdelaziz I. Hammouri, Hussein Al Ofeishat, Seyedali Mirjalili

J. Intell. Syst., 2020

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

Khan Muhammad, Salman Khan, Neeraj Kumar, Javier Del Ser, Seyedali Mirjalili

Future Gener. Comput. Syst., 2020

Slime mould algorithm: A new method for stochastic optimization.

Shimin Li, Huiling Chen, Mingjing Wang, Ali Asghar Heidari, Seyedali Mirjalili

Future Gener. Comput. Syst., 2020

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

Mohammad Tubishat, Norisma Idris, Liyana Shuib, Mohammad A. M. Abushariah, Seyedali Mirjalili

Expert Syst. Appl., 2020

A harmonic estimator design with evolutionary operators equipped grey wolf optimizer.

Akash Saxena, Rajesh Kumar, Seyedali Mirjalili

Expert Syst. Appl., 2020

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

Shubham Gupta, Kusum Deep, Seyedali Mirjalili, Joong Hoon Kim

Expert Syst. Appl., 2020

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

Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Majdi M. Mafarja, Ibrahim Aljarah, Mohammed Eshtay, Seyedali Mirjalili

Expert Syst. Appl., 2020

Marine Predators Algorithm: A nature-inspired metaheuristic.

Afshin Faramarzi, Mohammad Heidarinejad, Seyedali Mirjalili, Amir H. Gandomi

Expert Syst. Appl., 2020

Selective Opposition based Grey Wolf Optimization.

Souvik Dhargupta, Manosij Ghosh, Seyedali Mirjalili, Ram Sarkar

Expert Syst. Appl., 2020

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, Victor Hugo C. de Albuquerque, Seyedali Mirjalili

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.

Dalia Yousri, Seyedali Mirjalili

Eng. Appl. Artif. Intell., 2020

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

Quoc-Viet Pham, Dinh C. Nguyen, Seyedali Mirjalili, Dinh Thai Hoang, Diep N. Nguyen, Pubudu N. Pathirana, Won-Joo Hwang

CoRR, 2020

Neuroevolution-based autonomous robot navigation: A comparative study.

Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abbas Khosravi, Seyedali Mirjalili, Mohammad Reza Mahmoudi, Saeid Nahavandi

Cogn. Syst. Res., 2020

Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection.

Majdi M. Mafarja, Asma Qasem, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili

Cogn. Comput., 2020

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

Ibrahim Aljarah, Maria Habib, Hossam Faris, Nailah Al-Madi, Ali Asghar Heidari, Majdi M. Mafarja, Mohamed E. Abd Elaziz, Seyedali Mirjalili

Comput. Ind. Eng., 2020

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

Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Hossam Faris

Appl. Soft Comput., 2020

An efficient equilibrium optimizer with mutation strategy for numerical optimization.

Shubham Gupta, Kusum Deep, Seyedali Mirjalili

Appl. Soft Comput., 2020

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

Ritam Guha, Manosij Ghosh, Akash Chakrabarti, Ram Sarkar, Seyedali Mirjalili

Appl. Soft Comput., 2020

Efficient design of wideband digital fractional order differentiators and integrators using multi-verse optimizer.

Talal Ahmed Ali Ali, Zhu Xiao, Seyedali Mirjalili, Vincent Havyarimana

Appl. Soft Comput., 2020

Dynamic Butterfly Optimization Algorithm for Feature Selection.

Mohammad Tubishat, Mohammed Alswaitti, Seyedali Mirjalili, Mohammed Ali Al-Garadi, Ma'en Tayseer Alrashdan, Toqir Ahmad Rana

IEEE Access, 2020

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

Zenab Mohamed Elgamal, Norizan Binti Mohd Yasin, Mohammad Tubishat, Mohammed Alswaitti, Seyedali Mirjalili

IEEE Access, 2020

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

El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Seyedali Mirjalili, Marwa Metwally Eid, Sherif E. Hussein

IEEE Access, 2020

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

Qasem Al-Tashi, Said Jadid Abdulkadir, Helmi Md Rais, Seyedali Mirjalili, Hitham Alhussian, Mohammed Gamal Ragab, Alawi Alqushaibi

IEEE Access, 2020

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

Qasem Al-Tashi, Said Jadid Abdulkadir, Helmi Md Rais, Seyedali Mirjalili, Hitham Alhussian

IEEE Access, 2020

Robust Multi-Objective optimization using Conditional Pareto Optimal Dominance.

Seyedeh Zahra Mirjalili, Stephan K. Chalup, Seyedali Mirjalili, Nasimul Noman

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

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

Shahrzad Saremi, Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Jin Song Dong

Proceedings of the Nature-Inspired Optimizers, 2019

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

Seyedeh Zahra Mirjalili, Seyed Mohammad Mirjalili, Shahrzad Saremi, Seyedali Mirjalili

Proceedings of the Nature-Inspired Optimizers, 2019

Sine Cosine Algorithm: Theory, Literature Review, and Application in Designing Bend Photonic Crystal Waveguides.

Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, Shahrzad Saremi, Seyedali Mirjalili

Proceedings of the Nature-Inspired Optimizers, 2019

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

Seyedali Mirjalili, Jin Song Dong, Ali Safa Sadiq, Hossam Faris

Proceedings of the Nature-Inspired Optimizers, 2019

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

Seyedali Mirjalili, Jin Song Dong, Andrew Lewis, Ali Safa Sadiq

Proceedings of the Nature-Inspired Optimizers, 2019

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

Seyedali Mirjalili, Jin Song Dong, Andrew Lewis

Proceedings of the Nature-Inspired Optimizers, 2019

Introduction to Nature-Inspired Algorithms.

Seyedali Mirjalili, Jin Song Dong

Proceedings of the Nature-Inspired Optimizers, 2019

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

Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris

Proceedings of the Nature-Inspired Optimizers, 2019

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

Seyed Hamed Hashemi Mehne, Seyedali Mirjalili

Proceedings of the Nature-Inspired Optimizers, 2019

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

Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah

Proceedings of the Nature-Inspired Optimizers, 2019

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

Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja

Proceedings of the Nature-Inspired Optimizers, 2019

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

Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari

Proceedings of the Nature-Inspired Optimizers, 2019

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

Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili

Proceedings of the Nature-Inspired Optimizers, 2019

Evolutionary Algorithms and Neural Networks - Theory and Applications

Seyedali Mirjalili

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.

Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Hongyu Zhang, Stephan K. Chalup, Nasimul Noman

Swarm Evol. Comput., 2019

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

Majdi M. Mafarja, Seyedali Mirjalili

Soft Comput., 2019

An efficient hybrid multilayer perceptron neural network with grasshopper optimization.

Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili

Soft Comput., 2019

Adaptive β-hill climbing for optimization.

Mohammed Azmi Al-Betar, Ibrahim Aljarah, Mohammed A. Awadallah, Hossam Faris, Seyedali Mirjalili

Soft Comput., 2019

Radiation pattern design of photonic crystal LED optimized by using multi-objective grey wolf optimizer.

Behnaz Merikhi, Seyed Mohammad Mirjalili, Milad Zoghi, Seyedeh Zahra Mirjalili, Seyedali Mirjalili

Photonic Netw. Commun., 2019

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

Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah

Int. J. Mach. Learn. Cybern., 2019

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

Nailah Al-Madi, Hossam Faris, Seyedali Mirjalili

Int. J. Mach. Learn. Cybern., 2019

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

Mohamed Abd El-Aziz, Seyedali Mirjalili

Knowl. Based Syst., 2019

Optimal design of IIR wideband digital differentiators and integrators using salp swarm algorithm.

Talal Ahmed Ali Ali, Zhu Xiao, Jingru Sun, Seyedali Mirjalili, Vincent Havyarimana, Hongbo Jiang

Knowl. Based Syst., 2019

An improved heat transfer search algorithm for unconstrained optimization problems.

Ghanshyam G. Tejani, Vimal J. Savsani, Vivek K. Patel, Seyedali Mirjalili

J. Comput. Des. Eng., 2019

An evolutionary gravitational search-based feature selection.

Mohammad Taradeh, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Hamido Fujita

Inf. Sci., 2019

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

IEEE Internet Things J., 2019

Harris hawks optimization: Algorithm and applications.

Ali Asghar Heidari, Seyedali Mirjalili, Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, Huiling Chen

Future Gener. Comput. Syst., 2019

Henry gas solubility optimization: A novel physics-based algorithm.

Fatma A. Hashim, Essam H. Houssein, Mai S. Mabrouk, Walid Al-Atabany, Seyedali Mirjalili

Future Gener. Comput. Syst., 2019

Modified symbiotic organisms search for structural optimization.

Sumit Kumar, Ghanshyam G. Tejani, Seyedali Mirjalili

Eng. Comput., 2019

A direct method for solving calculus of variations problems using the whale optimization algorithm.

Seyed Hamed Hashemi Mehne, Seyedali Mirjalili

Evol. Intell., 2019

Binary grasshopper optimisation algorithm approaches for feature selection problems.

Majdi M. Mafarja, Ibrahim Aljarah, Hossam Faris, Abdelaziz I. Hammouri, Ala' M. Al-Zoubi, Seyedali Mirjalili

Expert Syst. Appl., 2019

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

Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi, Alaa F. Sheta, Majdi M. Mafarja

Clust. Comput., 2019

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

Mohamed Abdel-Basset, Doaa El-Shahat, Hossam Faris, Seyedali Mirjalili

Comput. Ind. Eng., 2019

Binary Optimization Using Hybrid Grey Wolf Optimization for Feature Selection.

Qasem Al-Tashi, Said Jadid Abdulkadir, Helmi Md Rais, Seyedali Mirjalili, Hitham Alhussian

IEEE Access, 2019

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

Seyedeh Zahra Mirjalili, Hongyu Zhang, Seyedali Mirjalili, Stephan K. Chalup, Nasimul Noman

Proceedings of the Soft Computing for Problem Solving 2019, 2019

2018

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

Seyedali Mirjalili, Andrew Lewis, Jin Song Dong

Swarm Evol. Comput., 2018

Optimizing connection weights in neural networks using the whale optimization algorithm.

Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili

Soft Comput., 2018

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

Hossam Faris, Mohammad A. Hassonah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Ibrahim Aljarah

Neural Comput. Appl., 2018

Grey wolf optimizer: a review of recent variants and applications.

Hossam Faris, Ibrahim Aljarah, Mohammed Azmi Al-Betar, Seyedali Mirjalili

Neural Comput. Appl., 2018

Training radial basis function networks using biogeography-based optimizer.

Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi

Neural Comput. Appl., 2018

Truss optimization with natural frequency bounds using improved symbiotic organisms search.

Ghanshyam G. Tejani, Vimal J. Savsani, Vivek K. Patel, Seyedali Mirjalili

Knowl. Based Syst., 2018

Enhanced multi-objective particle swarm optimisation for estimating hand postures.

Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis, Alan Wee-Chung Liew, Jin Song Dong

Knowl. Based Syst., 2018

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

Hamed Hashemi Mehne, Seyedali Mirjalili

Knowl. Based Syst., 2018

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems.

Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Abdelaziz I. Hammouri, Hossam Faris, Ala' M. Al-Zoubi, Seyedali Mirjalili

Knowl. Based Syst., 2018

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

Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Hossam Faris, Philippe Fournier-Viger, Xiaodong Li, Seyedali Mirjalili

Knowl. Based Syst., 2018

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

Hossam Faris, Majdi M. Mafarja, Ali Asghar Heidari, Ibrahim Aljarah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Hamido Fujita

Knowl. Based Syst., 2018

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

Sarah Shukri, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Ajith Abraham

Eng. Appl. Artif. Intell., 2018

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

Ibrahim Aljarah, Ala' M. Al-Zoubi, Hossam Faris, Mohammad A. Hassonah, Seyedali Mirjalili, Heba Saadeh

Cogn. Comput., 2018

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

Ali Safa Sadiq, Suleman Khan, Kayhan Zrar Ghafoor, Mohsen Guizani, Seyedali Mirjalili

Comput. Networks, 2018

Whale optimization approaches for wrapper feature selection.

Majdi M. Mafarja, Seyedali Mirjalili

Appl. Soft Comput., 2018

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

Amir Mohammad Fathollahi Fard, Mostafa Hajiaghaei-Keshteli, Seyedali Mirjalili

Appl. Soft Comput., 2018

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

Amir Mohammad Fathollahi Fard, Mostafa Hajiaghaei-Keshteli, Seyedali Mirjalili

Appl. Soft Comput., 2018

Asynchronous accelerating multi-leader salp chains for feature selection.

Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Yong Zhang, Seyedali Mirjalili

Appl. Soft Comput., 2018

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

Mohamed Abdel-Basset, Gunasekaran Manogaran, Doaa El-Shahat, Seyedali Mirjalili

Appl. Soft Comput., 2018

Grasshopper optimization algorithm for multi-objective optimization problems.

Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Shahrzad Saremi, Hossam Faris, Ibrahim Aljarah

Appl. Intell., 2018

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

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili

Appl. Intell., 2018

An Efficient IDS Using Hybrid Magnetic Swarm Optimization in WANETs.

Ali Safa Sadiq, Basem Y. Alkazemi, Seyedali Mirjalili, Ahmad Noraziah, Suleman Khan, Ihsan Ali, Al-Sakib Khan Pathan, Kayhan Zrar Ghafoor

IEEE Access, 2018

2017

Optimization of problems with multiple objectives using the multi-verse optimization algorithm.

Seyedali Mirjalili, Pradeep Jangir, Seyedeh Zahra Mirjalili, Shahrzad Saremi, Indrajit N. Trivedi

Knowl. Based Syst., 2017

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection.

Majdi M. Mafarja, Seyedali Mirjalili

Neurocomputing, 2017

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

Majdi M. Mafarja, Seyedali Mirjalili

CoRR, 2017

Chaotic gravitational constants for the gravitational search algorithm.

Seyedali Mirjalili, Amir Hossein Gandomi

Appl. Soft Comput., 2017

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

Seyedali Mirjalili, Pradeep Jangir, Shahrzad Saremi

Appl. Intell., 2017

Grasshopper Optimisation Algorithm: Theory and application.

Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis

Adv. Eng. Softw., 2017

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

Seyedali Mirjalili, Amir Hossein Gandomi, Seyedeh Zahra Mirjalili, Shahrzad Saremi, Hossam Faris, Seyed Mohammad Mirjalili

Adv. Eng. Softw., 2017

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

Majdi M. Mafarja, Derar Eleyan, Salwani Abdullah, Seyedali Mirjalili

Proceedings of the International Conference on Future Networks and Distributed Systems, 2017

Let's Consider Two Objectives When Estimating Hand Postures.

Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis, Alan Wee-Chung Liew

Proceedings of the AI 2017: Advances in Artificial Intelligence, 2017

2016

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

Seyedali Mirjalili, Seyed Mohammad Mirjalili, Abdolreza Hatamlou

Neural Comput. Appl., 2016

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

Seyedali Mirjalili

Neural Comput. Appl., 2016

SCA: A Sine Cosine Algorithm for solving optimization problems.

Seyedali Mirjalili

Knowl. Based Syst., 2016

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

Seyedali Mirjalili, Andrew Lewis

Inf. Sci., 2016

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

Hossam Faris, Ibrahim Aljarah, Nailah Al-Madi, Seyedali Mirjalili

Int. J. Artif. Intell. Tools, 2016

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

Seyedali Mirjalili, Shahrzad Saremi, Seyed Mohammad Mirjalili, Leandro dos Santos Coelho

Expert Syst. Appl., 2016

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

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili

Appl. Intell., 2016

The Whale Optimization Algorithm.

Seyedali Mirjalili, Andrew Lewis

Adv. Eng. Softw., 2016

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

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Pedro A. Castillo, Juan Julián Merelo Guervós

Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

How effective are meta-heuristics for recognising hand gestures.

Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Novel performance metrics for robust multi-objective optimization algorithms.

Seyedali Mirjalili, Andrew Lewis

Swarm Evol. Comput., 2015

How important is a transfer function in discrete heuristic algorithms.

Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis

Neural Comput. Appl., 2015

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

Seyedali Mirjalili

Knowl. Based Syst., 2015

Confidence measure: A novel metric for robust meta-heuristic optimisation algorithms.

Seyedali Mirjalili, Andrew Lewis, Sanaz Mostaghim

Inf. Sci., 2015

Novel frameworks for creating robust multi-objective benchmark problems.

Seyedali Mirjalili, Andrew Lewis

Inf. Sci., 2015

Hindrances for robust multi-objective test problems.

Seyedali Mirjalili, Andrew Lewis

Appl. Soft Comput., 2015

Ions motion algorithm for solving optimization problems.

Behzad Javidy, Abdolreza Hatamlou, Seyedali Mirjalili

Appl. Soft Comput., 2015

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

Seyedali Mirjalili

Appl. Intell., 2015

The Ant Lion Optimizer.

Seyedali Mirjalili

Adv. Eng. Softw., 2015

Multi-objective Optimisation of Marine Propellers.

Seyedali Mirjalili, Andrew Lewis, Seyed Ali Mohammad Mirjalili

Proceedings of the International Conference on Computational Science, 2015

A Reliable and Computationally Cheap Approach for Finding Robust Optimal Solutions.

Seyedali Mirjalili, Andrew Lewis

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Biogeography-based optimisation with chaos.

Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis

Neural Comput. Appl., 2014

Binary optimization using hybrid particle swarm optimization and gravitational search algorithm.

Seyedali Mirjalili, Gai-Ge Wang, Leandro dos Santos Coelho

Neural Comput. Appl., 2014

Binary bat algorithm.

Seyedali Mirjalili, Seyed Mohammad Mirjalili, Xin-She Yang

Neural Comput. Appl., 2014

Adaptive gbest-guided gravitational search algorithm.

Seyedali Mirjalili, Andrew Lewis

Neural Comput. Appl., 2014

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

Seyedali Mirjalili, Seyed Mohammad Mirjalili, Andrew Lewis

Inf. Sci., 2014

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

Ali Safa Sadiq, Kamalrulnizam Abu Bakar, Kayhan Zrar Ghafoor, Jaime Lloret, Seyedali Mirjalili

Int. J. Commun. Syst., 2014

Grey Wolf Optimizer.

Seyedali Mirjalili, Seyed Mohammad Mirjalili, Andrew Lewis

Adv. Eng. Softw., 2014

2013

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

Seyedali Mirjalili, Andrew Lewis

Swarm Evol. Comput., 2013

2012

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

Seyedali Mirjalili, Siti Zaiton Mohd Hashim, Hossein Moradian Sardroudi

Appl. Math. Comput., 2012