Seyedali Mirjalili

420 papers B 4Misc 1Journal 385Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A fuzzy multi-objective neuro-evolutionary framework with bargaining-based selection for interpretable body fat prediction. Neurocomputing Farshid Keivanian, Niusha Shafiabady, Nasimul Noman, Zongwen Fan, Seyedali Mirjalili
2026	J	`jnl`	A nature recoil mechanism-based Octopus optimization algorithm for solving the global and constraint optimization from engineering structural design problems. J. Comput. Des. Eng. Kaiguang Wang, Laith Abualigah, Aseel Smerat, Jiahang Li, Xiangjuan Wu, Hao Liu, Zhongshi Shao, Seyedali Mirjalili
2026	J	`jnl`	A novel Quantum Beta distributed multi-objective Particle Swarm Optimization algorithm for fake accounts detection. Eng. Appl. Artif. Intell. Ahlem Aboud, Nizar Rokbani, Seyedali Mirjalili, Amir Hussain, Adel M. Alimi
2026	J	`jnl`	A novel membrane-inspired evolutionary algorithm framework for VRPTW. Appl. Intell. Zhonghai Bai, Václav Snásel, Seyedali Mirjalili, Bay Vo, Lingping Kong, Xiaopeng Wang
2026	J	`jnl`	An effective Bezier curve-based optimization (BCO) for large-scale numerical problems and 3D unmanned aerial vehicle path planning with efficient multiple threats evasion. Adv. Eng. Informatics Weiguo Zhao, Yihan Xie, Liying Wang, Zhenxing Zhang, Nima Khodadadi, Seyedali Mirjalili
2026	J	`jnl`	An efficient improved group theory-based optimization algorithm with directed mutation operator for the discounted {0-1} knapsack problem. Int. J. Mach. Learn. Cybern. Hansong Zhang, Yichao He, Jinghong Wang, Bianfang Chai, Seyedali Mirjalili
2026	J	`jnl`	Binary Fick's Law Algorithm Based on L-Shaped Transfer Function for Solving the 0-1 Knapsack Problem. SN Comput. Sci. Yichao He, Manman Meng, Guoxin Chen, Ju Chen, Seyedali Mirjalili
2026	J	`jnl`	CICDWOA: A Collective Cognitive Sharing Whale Optimization Algorithm with Cauchy Inverse Cumulative Distribution for 2D/3D Path Planning and Engineering Design Problems. CoRR Junhao Wei, Yanxiao Li, Seyedali Mirjalili, Dexing Yao, Yifu Zhao, Haochen Li, Xudong Ye, Zikun Li, Qingyang Xu, Baili Lu, Ngai Cheong, Dengcheng Yang, Sio-Kei Im, Yapeng Wang, Xu Yang
2026	J	`jnl`	Farthest better or nearest worse optimizer: a novel metaheuristic algorithm. Artif. Intell. Rev. Ahmad Taheri, Keyvan RahimiZadeh, Jan Baumbach, Amin Beheshti, Olga I. Zolotareva, Mohammed Azmi Al-Betar, Seyedali Mirjalili, Amir H. Gandomi
2026	J	`jnl`	GFTrans: an on-the-fly static analysis framework for code performance profiling. Frontiers Big Data Jie Li, Yunbao Wen, Jingxin Liu, Biqing Zeng, Seyedali Mirjalili
2026	J	`jnl`	Glider snake optimizer (GSO): a nature-inspired metaheuristic algorithm for global and engineering optimization problems. Artif. Intell. Rev. El-Sayed M. El-Kenawy, Nima Khodadadi, Seyedali Mirjalili, Ahmed Mohamed Zaki, Abdelhameed Ibrahim, Amel Ali Alhussan, Doaa Sami Khafaga, Marwa Metwally Eid
2026	J	`jnl`	Opposition and reinforcement learning growth-starfish optimization algorithm for engineering design and feature selection. Knowl. Based Syst. Changting Zhong, Hao Chen, Dabo Xin, Tong Xu, Zeng Meng, Xinwei Wang, Ali Riza Yildiz, Seyedali Mirjalili
2025	J	`jnl`	3D path planning in complex mountainous environments for UAVs using quaternion-based dung beetle optimizer. Clust. Comput. Huangzhi Xia, Linqi Sun, Huanghui Xia, Seyedali Mirjalili
2025	J	`jnl`	A Hybrid Meta-heuristic Algorithm for Optimum Micro-robotic Position Control with PID Controller. Int. J. Comput. Intell. Syst. Abdullah Baihan, Ehab Seif Ghith, Harish Garg, Seyedali Mirjalili, Davut Izci, Mostafa Rashdan, Mohammad Shukri Salman, Kashif Saleem
2025	J	`jnl`	A binary multi-objective approach for solving the WMNs topology planning problem. Peer Peer Netw. Appl. Sylia Mekhmoukh Taleb, Karim Baiche, Yassine Meraihi, Selma Yahia, Seyedali Mirjalili, Amar Ramdane-Cherif
2025	J	`jnl`	A linear partitioning diversity metric for evaluation of permutation-based metaheuristic algorithms. Evol. Intell. Majid Shahbazi, Faramarz Safi-Esfahani, Sara Shahbazi, Seyedali Mirjalili
2025	J	`jnl`	An innovative hybrid method combining grey wolf and marine predator optimization techniques for global and constrained problem-solving. J. Supercomput. Saptadeep Biswas, Binanda Maiti, Gyan Singh, Seyedali Mirjalili, Vladimir Simic, Dragan Pamucar, Uttam Kumar Bera
2025	J	`jnl`	An upgraded variant of backtracking search algorithm and its application to COVID-19 CT images segmentation. Multim. Tools Appl. Sanjib Debnath, Sukanta Nama, Sanjoy Chakraborty, Apu Kumar Saha, Seyedali Mirjalili
2025	J	`jnl`	Artificial Protozoa Optimizer (APO): A novel bio-inspired metaheuristic algorithm for engineering optimization. CoRR Xiaopeng Wang, Václav Snásel, Seyedali Mirjalili, Jeng-Shyang Pan, Lingping Kong, Hisham A. Shehadeh
2025	J	`jnl`	Artificial rabbits optimization algorithm with automatically DBSCAN clustering algorithm to similarity agent update for features selection problems. J. Supercomput. Ali Hamdipour, Abdolali Basiri, Mostafa Zaare, Seyedali Mirjalili
2025	J	`jnl`	BAHA: Binary artificial hummingbird algorithm for feature selection. J. Comput. Sci. Ali Hamdipour, Abdolali Basiri, Mostafa Zaare, Seyedali Mirjalili
2025	J	`jnl`	Binary hiking optimization for gene selection: Insights from HNSCC RNA-Seq data. Expert Syst. Appl. Elnaz Pashaei, Elham Pashaei, Seyedali Mirjalili
2025	J	`jnl`	Birds of prey-based optimization (BPBO): a metaheuristic algorithm for optimization. Evol. Intell. Mojtaba Ghasemi, Mohammad Amin Akbari, Mohsen Zare, Seyedali Mirjalili, Mohamed Deriche, Laith Abualigah, Nima Khodadadi
2025	J	`jnl`	Competition of tribes and cooperation of members algorithm: An evolutionary computation approach for model free optimization. Expert Syst. Appl. Zuyan Chen, Shuai Li, Ameer Tamoor Khan, Seyedali Mirjalili
2025	J	`jnl`	Cultural history optimization algorithm: a new human-inspired metaheuristic algorithm for engineering optimization problems. Neural Comput. Appl. Tohid Sharifi, Mojtaba Mirsalim, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili
2025	J	`jnl`	Dholes-inspired optimization (DIO): a nature-inspired algorithm for engineering optimization problems. Clust. Comput. Ali El Romeh, Václav Snásel, Seyedali Mirjalili
2025	J	`jnl`	Dimension selection: an innovative metaheuristic strategy for particle swarm optimization. Clust. Comput. Tareq M. Shami, Qasem Al-Tashi, Nima Khodadadi, Said Jadid Abdulkadir, Abdulaziz Ahmed, Seyedali Mirjalili
2025	J	`jnl`	Divine Religions Algorithm: a novel social-inspired metaheuristic algorithm for engineering and continuous optimization problems. Clust. Comput. Ali Toufanzadeh Mozhdehi, Nima Khodadadi, Mohaddeseh Aboutalebi, El-Sayed M. El-Kenawy, Abdelazim G. Hussien, Weiguo Zhao, Mohammad H. Nadimi-Shahraki, Seyedali Mirjalili
2025	J	`jnl`	Dynamic scheduling of independent tasks in cloud computing environment applying improved chicken swarm optimization and differential evolution. J. Supercomput. Faramarz Safi-Esfahani, Habib Larian, Saeed Saeedi Mobarakeh, Seyedali Mirjalili
2025	J	`jnl`	Enhancing leadership-based metaheuristics using reinforcement learning: A case study in grey wolf optimizer. Knowl. Based Syst. Afifeh Maleki, Mehdy Roayaei, Seyedali Mirjalili
2025	J	`jnl`	Enzyme action optimizer: a novel bio-inspired optimization algorithm. J. Supercomput. Ali Rodan, Abdel-Karim Al-Tamimi, Loai M. Alnemer, Seyedali Mirjalili, Peter Tino
2025	J	`jnl`	Evolution of meta's llama models and parameter-efficient fine-tuning of large language models: a survey. CoRR Abdulhady Abas Abdullah, Arkaitz Zubiaga, Seyedali Mirjalili, Amir H. Gandomi, Fatemeh Daneshfar, Mohammad Sadra Amini, Alan Salam Mohammed, Hadi Veisi
2025	J	`jnl`	Exponential-based dynamic objective function for coordination of overcurrent relays in power networks. Expert Syst. Appl. Mahdi Ghotbi-Maleki, Reza Mohammadi, Seyedali Mirjalili
2025	J	`jnl`	Hybrid Wave-wind System Power Optimisation Using Effective Ensemble Covariance Matrix Adaptation Evolutionary Algorithm. CoRR Mehdi Neshat, Nataliia Y. Sergiienko, Leandro S. P. da Silva, Seyedali Mirjalili, Amir H. Gandomi, Ossama Abdelkhalik, John Boland
2025	J	`jnl`	LEVYEFO-WTMTOA: the hybrid of the multi-tracker optimization algorithm and the electromagnetic field optimization. J. Supercomput. Faramarz Safi-Esfahani, Leili Mohammadhoseini, Habib Larian, Seyedali Mirjalili
2025	J	`jnl`	LLM-Enhanced metaheuristics with single-shot and few-shot learning for multi-robot exploration tasks. Clust. Comput. Ali El Romeh, Václav Snásel, Seyedali Mirjalili
2025	J	`jnl`	MAAPO: an innovative membrane algorithm based on artificial protozoa optimizer for multilevel threshold image segmentation. Artif. Intell. Rev. Xiaopeng Wang, Václav Snásel, Seyedali Mirjalili, Jeng-Shyang Pan
2025	J	`jnl`	MetaPerceptron: A standardized framework for metaheuristic-driven multi-layer perceptron optimization. Comput. Stand. Interfaces Nguyen Van Thieu, Seyedali Mirjalili, Harish Garg, Nguyen Thanh Hoang
2025	J	`jnl`	Musk ox optimizer (MO): a novel optimization algorithm and its application. Clust. Comput. Yongliang Yuan, Guangya Chong, Jianji Ren, Wu Zhao, Yanan Li, Zhenxi Wang, Seyedali Mirjalili
2025	J	`jnl`	SEB-ChOA: An Improved Chimp Optimization Algorithm Using Spiral Exploitation Behavior. CoRR Leren Qian, Mohammad Khishe, Yiqian Huang, Seyedali Mirjalili
2025	J	`jnl`	Schrödinger optimizer: A quantum duality-driven metaheuristic for stochastic optimization and engineering challenges. Knowl. Based Syst. Nazar K. Hussein, Mohammed Qaraad, Abdelwahab M. El Najjar, M. A. Farag, Mostafa A. Elhosseini, Seyedali Mirjalili, David Guinovart
2025	J	`jnl`	Smart Buildings Energy Consumption Forecasting using Adaptive Evolutionary Ensemble Learning Models. CoRR Mehdi Neshat, Menasha Thilakaratne, Mohammed El-Abd, Seyedali Mirjalili, Amir H. Gandomi, John Boland
2025	J	`jnl`	Special Issue on Adaptative Human Computer Interaction System for Education. Int. J. Hum. Comput. Interact. Achyut Shankar, Xiaochun Cheng, Seyedali Mirjalili
2025	J	`jnl`	Starfish optimization algorithm (SFOA): a bio-inspired metaheuristic algorithm for global optimization compared with 100 optimizers. Neural Comput. Appl. Changting Zhong, Gang Li, Zeng Meng, Haijiang Li, Ali Riza Yildiz, Seyedali Mirjalili
2025	J	`jnl`	Stellar oscillation optimizer: a nature-inspired metaheuristic optimization algorithm. Clust. Comput. Ali Rodan, Abdel Karim Al Tamimi, Loai M. Alnemer, Seyedali Mirjalili
2025	J	`jnl`	Superb Fairy-wren Optimization Algorithm: a novel metaheuristic algorithm for solving feature selection problems. Clust. Comput. Heming Jia, Xuelian Zhou, Jinrui Zhang, Seyedali Mirjalili
2025	J	`jnl`	The Animated Oat Optimization Algorithm: A nature-inspired metaheuristic for engineering optimization and a case study on Wireless Sensor Networks. Knowl. Based Syst. Ruobin Wang, Rui-Bin Hu, Fang-Dong Geng, Lin Xu, Shu-Chuan Chu, Jeng-Shyang Pan, Zhenyu Meng, Seyedali Mirjalili
2025	J	`jnl`	The Role of Orthographic Consistency in Multilingual Embedding Models for Text Classification in Arabic-Script Languages. CoRR Abdulhady Abas Abdullah, Amir H. Gandomi, Tarik A. Rashid, Seyedali Mirjalili, Laith Abualigah, Milena Zivkovic, Hadi Veisi
2025	J	`jnl`	Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact. CoRR Rizwan Qureshi, Ranjan Sapkota, Abbas Shah, Amgad Muneer, Anas Zafar, Ashmal Vayani, Maged Shoman, Abdelrahman B. M. Eldaly, Kai Zhang, Ferhat Sadak, Shaina Raza, Xinqi Fan, Ravid Shwartz-Ziv, Hong Yan, Vinjia Jain, Aman Chadha, Manoj Karkee, Jia Wu, Seyedali Mirjalili
2025	J	`jnl`	Tianji's horse racing optimization (THRO): a new metaheuristic inspired by ancient wisdom and its engineering optimization applications. Artif. Intell. Rev. Liying Wang, Haiping Du, Zhenxing Zhang, Gang Hu, Seyedali Mirjalili, Nima Khodadadi, Abdelazim G. Hussien, Yingying Liao, Weiguo Zhao
2024	J	`jnl`	A fuzzy multi-objective optimization model for sustainable healthcare supply chain network design. Appl. Soft Comput. Ali Ala, Alireza Goli, Seyedali Mirjalili, Vladimir Simic
2024	J	`jnl`	A metaheuristic approach based on coronavirus herd immunity optimiser for breast cancer diagnosis. Clust. Comput. Ali Hosseinalipour, Reza Ghanbarzadeh, Bahman Arasteh, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili
2024	J	`jnl`	A novel discrete differential evolution algorithm combining transfer function with modulo operation for solving the multiple knapsack problem. Inf. Sci. Lina Wang, Yichao He, Xizhao Wang, Zihang Zhou, Haibin Ouyang, Seyedali Mirjalili
2024	J	`jnl`	A systematic review of applying grey wolf optimizer, its variants, and its developments in different Internet of Things applications. Internet Things Mohammad H. Nadimi-Shahraki, Hoda Zamani, Zahra Asghari Varzaneh, Ali Safaa Sadiq, Seyedali Mirjalili
2024	J	`jnl`	ADE: advanced differential evolution. Neural Comput. Appl. Behzad Abbasi, Vahid Majidnezhad, Seyedali Mirjalili
2024	J	`jnl`	AI-driven cluster-based routing protocols in WSNs: A survey of fuzzy heuristics, metaheuristics, and machine learning models. Comput. Sci. Rev. Mohammad Shokouhifar, Fakhrosadat Fanian, Marjan Kuchaki Rafsanjani, Mehdi Hosseinzadeh, Seyedali Mirjalili
2024	J	`jnl`	Accurate fault section diagnosis of power systems with a binary adaptive quadratic interpolation learning differential evolution. Reliab. Eng. Syst. Saf. Xiangyu Liu, Guojiang Xiong, Seyedali Mirjalili
2024	J	`jnl`	Analysis on fetal phonocardiography segmentation problem by hybridized classifier. Eng. Appl. Artif. Intell. Lingping Kong, Katerina Barnova, Rene Jaros, Seyedali Mirjalili, Václav Snásel, Jeng-Shyang Pan, Radek Martinek
2024	J	`jnl`	Artificial Protozoa Optimizer (APO): A novel bio-inspired metaheuristic algorithm for engineering optimization. Knowl. Based Syst. Xiaopeng Wang, Václav Snásel, Seyedali Mirjalili, Jeng-Shyang Pan, Lingping Kong, Hisham A. Shehadeh
2024	J	`jnl`	Automatic Screening of COVID-19 Using an Optimized Generative Adversarial Network. Cogn. Comput. Tripti Goel, R. Murugan, Seyedali Mirjalili, Deba Kumar Chakrabartty
2024	J	`jnl`	Catch fish optimization algorithm: a new human behavior algorithm for solving clustering problems. Clust. Comput. Heming Jia, Qixian Wen, Yuhao Wang, Seyedali Mirjalili
2024	J	`jnl`	Comprehensive systematic review of information fusion methods in smart cities and urban environments. Inf. Fusion Mohammed A. Fadhel, Ali M. Duhaim, Ahmed Saihood, Ahmed Sewify, Mokhaled N. A. Al-Hamadani, Ahmed Shihab Albahri, Laith Alzubaidi, Ashish Gupta, Seyedali Mirjalili, Yuantong Gu
2024	J	`jnl`	Eel and grouper optimizer: a nature-inspired optimization algorithm. Clust. Comput. Ali Mohammadzadeh, Seyedali Mirjalili
2024	J	`jnl`	Electric eel foraging optimization: A new bio-inspired optimizer for engineering applications. Expert Syst. Appl. Weiguo Zhao, Liying Wang, Zhenxing Zhang, Honggang Fan, Jiajie Zhang, Seyedali Mirjalili, Nima Khodadadi, Qingjiao Cao
2024	J	`jnl`	Enhanced prairie dog optimization with Levy flight and dynamic opposition-based learning for global optimization and engineering design problems. Neural Comput. Appl. Saptadeep Biswas, Azharuddin Shaikh, Absalom El-Shamir Ezugwu, Japie Greeff, Seyedali Mirjalili, Uttam Kumar Bera, Laith Abualigah
2024	J	`jnl`	Flood algorithm (FLA): an efficient inspired meta-heuristic for engineering optimization. J. Supercomput. Mojtaba Ghasemi, Keyvan Golalipour, Mohsen Zare, Seyedali Mirjalili, Pavel Trojovský, Laith Abualigah, Rasul Hemmati
2024	J	`jnl`	Gene selection for high dimensional biological datasets using hybrid island binary artificial bee colony with chaos game optimization. Artif. Intell. Rev. Maha Nssibi, Ghaith Manita, Amit Chhabra, Seyedali Mirjalili, Ouajdi Korbaa
2024	J	`jnl`	Greylag Goose Optimization: Nature-inspired optimization algorithm. Expert Syst. Appl. El-Sayed M. El-Kenawy, Nima Khodadadi, Seyedali Mirjalili, Abdelaziz A. Abdelhamid, Marwa Metwally Eid, Abdelhameed Ibrahim
2024	J	`jnl`	Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection. Appl. Soft Comput. Behrouz Ahadzadeh, Moloud Abdar, Fatemeh Safara, Leyla Aghaei, Seyedali Mirjalili, Abbas Khosravi, Salvador García, Fakhri Karray, U. Rajendra Acharya
2024	—	`conf`	KDVGG-Lite: A Distilled Approach for Enhancing the Accuracy of Image Classification. ACIIDS (2) Shahriar Shakir Sumit, Sreenatha G. Anavatti, Murat Tahtali, Seyedali Mirjalili, Ugur Turhan
2024	J	`jnl`	MOANA: Multi-Objective Ant Nesting Algorithm for Optimization Problems. CoRR Noor A. Rashed, Yossra H. Ali, Tarik A. Rashid, Seyedali Mirjalili
2024	J	`jnl`	MTV-SCA: multi-trial vector-based sine cosine algorithm. Clust. Comput. Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Danial Javaheri, Ali Safaa Sadiq, Nima Khodadadi, Seyedali Mirjalili
2024	J	`jnl`	Metaheuristic learning algorithms for accurate prediction of hydraulic performance of porous embankment weirs. Appl. Soft Comput. Mostafa Rahmanshahi, Jafar Jafari-Asl, Manoochehr Fathi-Moghadam, Sima Ohadi, Seyedali Mirjalili
2024	J	`jnl`	Metaheuristic-driven space partitioning and ensemble learning for imbalanced classification. Appl. Soft Comput. Saeed Kamro, Majid Rafiee, Seyedali Mirjalili
2024	J	`jnl`	Multi-algorithm based evolutionary strategy with Adaptive Mutation Mechanism for Constraint Engineering Design Problems. Expert Syst. Appl. Rohit Salgotra, Seyedali Mirjalili
2024	J	`jnl`	Multi-objective generalized normal distribution optimization: a novel algorithm for multi-objective problems. Clust. Comput. Nima Khodadadi, Ehsan Khodadadi, Benyamin Abdollahzadeh, El-Sayed M. El-Kenawy, Pezhman Mardanpour, Weiguo Zhao, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili
2024	J	`jnl`	Multiobjective Placement of Edge Servers in MEC Environment Using a Hybrid Algorithm Based on NSGA-II and MOPSO. IEEE Internet Things J. Bahareh Bahrami, Mohammad Reza Khayyambashi, Seyedali Mirjalili
2024	J	`jnl`	New bio-inspired approach for deep learning techniques applied to neonatal seizures. Int. J. Medical Eng. Informatics Mohamed Akram Khelili, Sihem Slatnia, Okba Kazar, Seyedali Mirjalili, Samir Bourekkache, Guadalupe Ortiz, Yizhang Jiang
2024	J	`jnl`	Novel hybrid classifier based on fuzzy type-III decision maker and ensemble deep learning model and improved chaos game optimization. Clust. Comput. Nastaran Mehrabi Hashjin, Mohammad Hussein Amiri, Ardashir Mohammadzadeh, Seyedali Mirjalili, Nima Khodadadi
2024	J	`jnl`	Partial reinforcement optimizer: An evolutionary optimization algorithm. Expert Syst. Appl. Ahmad Taheri, Keyvan RahimiZadeh, Amin Beheshti, Jan Baumbach, Ravipudi Venkata Rao, Seyedali Mirjalili, Amir H. Gandomi
2024	J	`jnl`	Polar fox optimization algorithm: a novel meta-heuristic algorithm. Neural Comput. Appl. Ahmad Ghiaskar, Amir Amiri, Seyedali Mirjalili
2024	J	`jnl`	Predicting the Stay Length of Patients in Hospitals using Convolutional Gated Recurrent Deep Learning Model. CoRR Mehdi Neshat, Michael Phipps, Chris A. Browne, Nicole T. Vargas, Seyedali Mirjalili
2024	J	`jnl`	Puma optimizer (PO): a novel metaheuristic optimization algorithm and its application in machine learning. Clust. Comput. Benyamin Abdollahzadeh, Nima Khodadadi, Saeid Barshandeh, Pavel Trojovský, Farhad Soleimanian Gharehchopogh, El-Sayed M. El-Kenawy, Laith Abualigah, Seyedali Mirjalili
2024	J	`jnl`	Quadratic interpolation and a new local search approach to improve particle swarm optimization: Solar photovoltaic parameter estimation. Expert Syst. Appl. Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, M. A. Farag, Seyedali Mirjalili, Mostafa A. Elhosseini
2024	J	`jnl`	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. Scientometrics Barbara Tóth, Hossein Motahari-Nezhad, Nicki Horseman, László Berek, Levente Kovács, Áron Hölgyesi, Márta Péntek, Seyedali Mirjalili, László Gulácsi, Zsombor Zrubka
2024	J	`jnl`	Recent Advances in Grey Wolf Optimizer, its Versions and Applications: Review. IEEE Access Sharif Naser Makhadmeh, Mohammed Azmi Al-Betar, Iyad Abu Doush, Mohammed A. Awadallah, Sofian Kassaymeh, Seyedali Mirjalili, Raed Abu Zitar
2024	B	`conf`	ResNet-Lite: On Improving Image Classification with a Lightweight Network. KES Shahriar Shakir Sumit, Sreenatha G. Anavatti, Murat Tahtali, Seyedali Mirjalili, Ugur Turhan
2024	J	`jnl`	SEB-ChOA: an improved chimp optimization algorithm using spiral exploitation behavior. Neural Comput. Appl. Leren Qian, Mohammad Khishe, Yiqian Huang, Seyedali Mirjalili
2024	J	`jnl`	Solving dynamic optimization problems using parent-child multi-swarm clustered memory (PCSCM) algorithm. Neural Comput. Appl. Majid Mohammadpour, Seyedakbar Mostafavi, Seyedali Mirjalili
2024	J	`jnl`	TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs. Appl. Soft Comput. Saeideh Memarian, Navid Behmanesh-Fard, Pouya Aryai, Mohammad Shokouhifar, Seyedali Mirjalili, María del Carmen Romero Ternero
2024	J	`jnl`	The Hiking Optimization Algorithm: A novel human-based metaheuristic approach. Knowl. Based Syst. Sunday Oladayo Oladejo, Stephen O. Ekwe, Seyedali Mirjalili
2023	J	`jnl`	A data-driven approach for linear and nonlinear damage detection using variational mode decomposition and GARCH model. Eng. Comput. Vahid Reza Gharehbaghi, Hashem Kalbkhani, Ehsan Noroozinejad Farsangi, Tony T. Y. Yang, Seyedali Mirjalili
2023	J	`jnl`	A modified multi-objective slime mould algorithm with orthogonal learning for numerical association rules mining. Neural Comput. Appl. Salma Yacoubi, Ghaith Manita, Hamida Amdouni, Seyedali Mirjalili, Ouajdi Korbaa
2023	J	`jnl`	A multi-objective Chaos Game Optimization algorithm based on decomposition and random learning mechanisms for numerical optimization. Appl. Soft Comput. Salma Yacoubi, Ghaith Manita, Amit Chhabra, Ouajdi Korbaa, Seyedali Mirjalili
2023	J	`jnl`	A novel hybrid arithmetic optimization algorithm for solving constrained optimization problems. Knowl. Based Syst. Betül Sultan Yildiz, Sumit Kumar, Natee Panagant, Pranav Mehta, Sadiq M. Sait, Ali Riza Yildiz, Nantiwat Pholdee, Sujin Bureerat, Seyedali Mirjalili
2023	J	`jnl`	A robust possibilistic programming framework for designing an organ transplant supply chain under uncertainty. Ann. Oper. Res. Alireza Goli, Ali Ala, Seyedali Mirjalili
2023	J	`jnl`	A survey on dragonfly algorithm and its applications in engineering. Evol. Intell. Chnoor M. Rahman, Tarik A. Rashid, Abeer Alsadoon, Nebojsa Bacanin, Polla Fattah, Seyedali Mirjalili
2023	J	`jnl`	Adaptive Chaotic Marine Predators Hill Climbing Algorithm for Large-Scale Design Optimizations. IEEE Access Amin Abdollahi Dehkordi, Bahareh Etaati, Mehdi Neshat, Seyedali Mirjalili
2023	J	`jnl`	Air quality particulate-pollution prediction applying GAN network and the Neural Turing Machine. Appl. Soft Comput. Zahra-Sadat Asaei-Moamam, Faramarz Safi Esfahani, Seyedali Mirjalili, Reza Mohammadpour, Mohammad-Hossein Nadimi-Shahraki
2023	J	`jnl`	Al-Biruni Earth Radius (BER) Metaheuristic Search Optimization Algorithm. Comput. Syst. Sci. Eng. El-Sayed M. El-Kenawy, Abdelaziz A. Abdelhamid, Abdelhameed Ibrahim, Seyedali Mirjalili, Nima Khodadad, Mona A. Alduailij, Amel Ali Alhussan, Doaa Sami Khafaga
2023	J	`jnl`	An Effective Imputation Method Using Data Enrichment for Missing Data of Loop Detectors in Intelligent Traffic Control Systems. Remote. Sens. Payam Gouran, Mohammad H. Nadimi-Shahraki, Amir Masoud Rahmani, Seyedali Mirjalili
2023	B	`conf`	An Enhanced Aquila-Based Resource Allocation for Efficient Indoor IoT Visible Light Communication. PIMRC Selma Yahia, Yassine Meraihi, Sylia Mekhmoukh Taleb, Seyedali Mirjalili, Amar Ramdane-Cherif, Tu Dac Ho, Hossien B. Eldeeb, Sami Muhaidat
2023	J	`jnl`	An Improved Dandelion Optimizer Algorithm for Spam Detection: Next-Generation Email Filtering System. Comput. Mohammad Tubishat, Feras N. Al-Obeidat, Ali Safaa Sadiq, Seyedali Mirjalili
2023	J	`jnl`	An improved hybrid whale optimization algorithm for global optimization and engineering design problems. PeerJ Comput. Sci. Abolfazl Rahimnejad, Ebrahim Akbari, Seyedali Mirjalili, Stephen Andrew Gadsden, Pavel Trojovský, Eva Trojovská
2023	J	`jnl`	An improved whale optimization algorithm based on multi-population evolution for global optimization and engineering design problems. Expert Syst. Appl. Ya Shen, Chen Zhang, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili
2023	J	`jnl`	An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems. Artif. Intell. Rev. Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Seyedali Mirjalili, Mostafa A. Elhosseini
2023	J	`jnl`	An intelligent tuning scheme with a master/slave approach for efficient control of the automatic voltage regulator. Neural Comput. Appl. Davut Izci, Serdar Ekinci, Seyedali Mirjalili, Laith Abualigah
2023	J	`jnl`	Analysis on population-based algorithm optimized filter for non-invasive fECG extraction. Appl. Soft Comput. Lingping Kong, Seyedali Mirjalili, Václav Snásel, Jeng-Shyang Pan, Akshaya Raj, Radana Kahankova, Radek Martinek
2023	J	`jnl`	BAOA: Binary Arithmetic Optimization Algorithm With K-Nearest Neighbor Classifier for Feature Selection. IEEE Access Nima Khodadadi, Ehsan Khodadadi, Qasem Al-Tashi, El-Sayed M. El-Kenawy, Laith Abualigah, Said Jadid Abdulkadir, Alawi Alqushaibi, Seyedali Mirjalili
2023	J	`jnl`	Chaotic marine predators algorithm for global optimization of real-world engineering problems. Knowl. Based Syst. Sumit Kumar, Betül Sultan Yildiz, Pranav Mehta, Natee Panagant, Sadiq M. Sait, Seyedali Mirjalili, Ali Riza Yildiz
2023	J	`jnl`	Comparison of recent metaheuristic optimization algorithms to solve the SHE optimization problem in MLI. Neural Comput. Appl. Halil Yigit, Satilmis Ürgün, Seyedali Mirjalili
2023	J	`jnl`	Crayfish optimization algorithm. Artif. Intell. Rev. Heming Jia, Honghua Rao, Changsheng Wen, Seyedali Mirjalili
2023	J	`jnl`	DAerosol-NTM: applying deep learning and neural Turing machine in aerosol prediction. Neural Comput. Appl. Zahra-Sadat Asaei-Moamam, Faramarz Safi Esfahani, Seyedali Mirjalili, Reza Mohammadpour, Mohammad-Hossein Nadimi-Shahraki
2023	J	`jnl`	Deep feature selection using local search embedded social ski-driver optimization algorithm for breast cancer detection in mammograms. Neural Comput. Appl. Payel Pramanik, Souradeep Mukhopadhyay, Seyedali Mirjalili, Ram Sarkar
2023	J	`jnl`	Deep learning and metaheuristics application in internet of things: A literature review. Microprocess. Microsystems Mohamed Akram Khelili, Sihem Slatnia, Okba Kazar, Abdelhak Merizig, Seyedali Mirjalili
2023	J	`jnl`	Designing INS/GNSS integrated navigation systems by using IPO algorithms. Neural Comput. Appl. Ali Mohammadi, Farid Sheikholeslam, Mehdi Emami, Seyedali Mirjalili
2023	J	`jnl`	Discrete equilibrium optimizer combined with simulated annealing for feature selection. J. Comput. Sci. Ritam Guha, Kushal Kanti Ghosh, Suman Kumar Bera, Ram Sarkar, Seyedali Mirjalili
2023	J	`jnl`	Edge server placement problem in multi-access edge computing environment: models, techniques, and applications. Clust. Comput. Bahareh Bahrami, Mohammad Reza Khayyambashi, Seyedali Mirjalili
2023	J	`jnl`	Enhanced Multi-Objective Grey Wolf Optimizer with L関y Flight and Mutation Operators for Feature Selection. Comput. Syst. Sci. Eng. 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
2023	J	`jnl`	Enhancing feature selection with GMSMFO: A global optimization algorithm for machine learning with application to intrusion detection. J. Comput. Des. Eng. Nazar K. Hussein, Mohammed Qaraad, Souad Amjad, M. A. Farag, Saima Hassan, Seyedali Mirjalili, Mostafa A. El-Hosseini
2023	J	`jnl`	Evaluating the Performance of various Algorithms for Wind Energy Optimization: A Hybrid Decision-Making model. Expert Syst. Appl. Ali Ala, Amin Mahmoudi, Seyedali Mirjalili, Vladimir Simic, Dragan Pamucar
2023	J	`jnl`	Evolutionary mating algorithm. Neural Comput. Appl. Mohd Herwan Sulaiman, Zuriani Mustaffa, Mohd Mawardi Saari, Hamdan Daniyal, Seyedali Mirjalili
2023	J	`jnl`	Evolving Deep Neural Network by Customized Moth Flame Optimization Algorithm for Underwater Targets Recognition. CoRR Mohammad Khishe, Mokhtar Mohammadi, Tarik A. Rashid, Hoger Mahmud, Seyedali Mirjalili
2023	J	`jnl`	Evolving Marine Predators Algorithm by dynamic foraging strategy for real-world engineering optimization problems. Eng. Appl. Artif. Intell. Baohua Shen, Mohammad Khishe, Seyedali Mirjalili
2023	J	`jnl`	Fick's Law Algorithm: A physical law-based algorithm for numerical optimization. Knowl. Based Syst. Fatma A. Hashim, Reham R. Mostafa, Abdelazim G. Hussien, Seyedali Mirjalili, Karam M. Sallam
2023	J	`jnl`	GMO: geometric mean optimizer for solving engineering problems. Soft Comput. Farshad Rezaei, Hamid Reza Safavi, Mohamed Abd Elaziz, Seyedali Mirjalili
2023	J	`jnl`	Harris hawks optimization for COVID-19 diagnosis based on multi-threshold image segmentation. Neural Comput. Appl. Mohammad Hashem Ryalat, Osama M. Dorgham, Sara Tedmori, Zainab Al-Rahamneh, Nijad Al-Najdawi, Seyedali Mirjalili
2023	—	`conf`	Hybrid Inception Architecture with Residual Connection: Fine-tuned Inception-ResNet Deep Learning Model for Lung Inflammation Diagnosis from Chest Radiographs. ICMLDE Mehdi Neshat, Muktar Ahmed, Hossein Askari, Menasha Thilakaratne, Seyedali Mirjalili
2023	J	`jnl`	Hybrid Inception Architecture with Residual Connection: Fine-tuned Inception-ResNet Deep Learning Model for Lung Inflammation Diagnosis from Chest Radiographs. CoRR Mehdi Neshat, Muktar Ahmed, Hossein Askari, Menasha Thilakaratne, Seyedali Mirjalili
2023	J	`jnl`	Implementation of a steganography system based on hybrid square quaternion moment compression in IoMT. J. King Saud Univ. Comput. Inf. Sci. Mohamed Amine Tahiri, Ahmed Bencherqui, Hicham Karmouni, Hicham Amakdouf, Seyedali Mirjalili, Saad Motahhir, Mohamed Abouhawwash, Sameh S. Askar, Mhamed Sayyouri, Hassan Qjidaa
2023	J	`jnl`	Implementation of artificial intelligence and machine learning-based methods in brain-computer interaction. Comput. Biol. Medicine Katerina Barnova, Martina Mikolasova, Radana Kahankova, Rene Jaros, Aleksandra Kawala-Sterniuk, Václav Snásel, Seyedali Mirjalili, Mariusz Pelc, Radek Martinek
2023	—	`conf`	Improved Barnacles Movement Optimizer (IBMO) Algorithm for Engineering Design Problems. ICAISC (1) Syed Kumayl Raza Moosavi, Muhammad Hamza Zafar, Seyedali Mirjalili, Filippo Sanfilippo
2023	J	`jnl`	Improved deep convolutional neural networks using chimp optimization algorithm for Covid19 diagnosis from the X-ray images. Expert Syst. Appl. Chengfeng Cai, Bingchen Gou, Mohammad Khishe, Mokhtar Mohammadi, Shima Rashidi, Reza Moradpour, Seyedali Mirjalili
2023	J	`jnl`	Improved intelligent water drop-based hybrid feature selection method for microarray data processing. Comput. Biol. Chem. Esra'a Alhenawi, Rizik M. H. Al-Sayyed, Amjad Hudaib, Seyedali Mirjalili
2023	J	`jnl`	Improved versions of crow search algorithm for solving global numerical optimization problems. Appl. Intell. Alaa F. Sheta, Malik Braik, Heba Al-Hiary, Seyedali Mirjalili
2023	J	`jnl`	Innovative Feature Selection Method Based on Hybrid Sine Cosine and Dipper Throated Optimization Algorithms. IEEE Access 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
2023	J	`jnl`	Late acceptance hill climbing aided chaotic harmony search for feature selection: An empirical analysis on medical data. Expert Syst. Appl. Anurup Naskar, Rishav Pramanik, S. K. Sabbir Hossain, Seyedali Mirjalili, Ram Sarkar
2023	J	`jnl`	MEALPY: An open-source library for latest meta-heuristic algorithms in Python. J. Syst. Archit. Nguyen Van Thieu, Seyedali Mirjalili
2023	J	`jnl`	MOCOVIDOA: a novel multi-objective coronavirus disease optimization algorithm for solving multi-objective optimization problems. Neural Comput. Appl. Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili, Khalid M. Hosny
2023	J	`jnl`	MOMPA: Multi-objective marine predator algorithm for solving multi-objective optimization problems. Evol. Intell. Pradeep Jangir, Hitarth Buch, Seyedali Mirjalili, Premkumar Manoharan
2023	J	`jnl`	Marine predator inspired naked mole-rat algorithm for global optimization. Expert Syst. Appl. Rohit Salgotra, Supreet Singh, Urvinder Singh, Seyedali Mirjalili, Amir H. Gandomi
2023	J	`jnl`	Memory, evolutionary operator, and local search based improved Grey Wolf Optimizer with linear population size reduction technique. Knowl. Based Syst. Rasel Ahmed, Gade Pandu Rangaiah, Shuhaimi Mahadzir, Seyedali Mirjalili, Mohamed H. Hassan, Salah Kamel
2023	J	`jnl`	Mesh Router Nodes Placement for Wireless Mesh Networks Based on an Enhanced Moth-Flame Optimization Algorithm. Mob. Networks Appl. Sylia Mekhmoukh Taleb, Yassine Meraihi, Seyedali Mirjalili, Dalila Acheli, Amar Ramdane-Cherif, Asma Benmessaoud Gabis
2023	J	`jnl`	Multi objective Fitness Dependent Optimizer Algorithm. CoRR Jaza Mahmood Abdullah, Tarik A. Rashid, Bestan B. Maaroof, Seyedali Mirjalili
2023	J	`jnl`	Multi-Robot Exploration of Unknown Space Using Combined Meta-Heuristic Salp Swarm Algorithm and Deterministic Coordinated Multi-Robot Exploration. Sensors Ali El Romeh, Seyedali Mirjalili
2023	J	`jnl`	Multi-objective chaos game optimization. Neural Comput. Appl. Nima Khodadadi, Laith Abualigah, Qasem Al-Tashi, Seyedali Mirjalili
2023	J	`jnl`	Multi-objective fitness-dependent optimizer algorithm. Neural Comput. Appl. Jaza Mahmood Abdullah, Tarik A. Rashid, Bestan B. Maaroof, Seyedali Mirjalili
2023	J	`jnl`	Multilevel thresholding satellite image segmentation using chaotic coronavirus optimization algorithm with hybrid fitness function. Neural Comput. Appl. Khalid M. Hosny, Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili
2023	J	`jnl`	Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators. Comput. Electr. Eng. Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mahmoud Badawy, Seyedali Mirjalili, Mostafa A. Elhosseini
2023	J	`jnl`	Predicting Household Electric Power Consumption Using Multi-step Time Series with Convolutional LSTM. Big Data Res. Lucia Cascone, Saima Sadiq, Saleem Ullah, Seyedali Mirjalili, Hafeez Ur Rehman Siddiqui, Muhammad Umer
2023	J	`jnl`	Set algebra - based algebraic evolutionary algorithm for binary optimization problems. Appl. Soft Comput. Yichao He, Hailu Sun, Yuan Wang, Xinlu Zhang, Seyedali Mirjalili
2023	J	`jnl`	Special issue on soft computing for high-dimensional data analytics and optimization. Soft Comput. Priti Bansal, Seyedali Mirjalili, Shiping Wen
2023	J	`jnl`	SwarmDeepSurv: swarm intelligence advances deep survival network for prognostic radiomics signatures in four solid cancers. Patterns 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
2023	J	`jnl`	The Deep Sleep Optimizer: A Human-Based Metaheuristic Approach. IEEE Access Sunday Oladayo Oladejo, Stephen O. Ekwe, Lateef Adesola Akinyemi, Seyedali Mirjalili
2023	J	`jnl`	The Fifteen Puzzle - A New Approach through Hybridizing Three Heuristics Methods. Comput. Dler O. Hasan, Aso M. Aladdin, Hardi Sabah Talabani, Tarik Ahmed Rashid, Seyedali Mirjalili
2023	J	`jnl`	The Fifteen Puzzle- A New Approach through Hybridizing Three Heuristics Methods. CoRR Dler O. Hasan, Aso M. Aladdin, Hardi Sabah Talabani, Tarik Ahmed Rashid, Seyedali Mirjalili
2023	J	`jnl`	Trustworthy and Efficient Routing Algorithm for IoT-FinTech Applications Using Nonlinear Lévy Brownian Generalized Normal Distribution Optimization. IEEE Internet Things J. Ali Safaa Sadiq, Amin Abdollahi Dehkordi, Seyedali Mirjalili, Jingwei Too, Prashant Pillai
2023	J	`jnl`	Using evolutionary machine learning to characterize and optimize co-pyrolysis of biomass feedstocks and polymeric wastes. CoRR Hossein Shahbeik, Alireza Shafizadeh, Mohammad Hossein Nadian, Dorsa Jeddi, Seyedali Mirjalili, Yadong Yang, Su Shiung Lam, Junting Pan, Meisam Tabatabaei, Mortaza Aghbashlo
2023	J	`jnl`	Velocity pausing particle swarm optimization: a novel variant for global optimization. Neural Comput. Appl. Tareq M. Shami, Seyedali Mirjalili, Yasser F. Al-Eryani, Khadija Daoudi, Saadat Izadi, Laith Abualigah
2022	J	`jnl`	A Hybrid Dragonfly Algorithm for Efficiency Optimization of Induction Motors. Sensors Niraj Kumar Shukla, Rajeev Srivastava, Seyedali Mirjalili
2022	—	`conf`	A Hybrid Firefly Algorithm and Particle Swarm Optimization Algorithm for Mesh Routers Placement Problem in Wireless Mesh Networks. ICHSA Sylia Mekhmoukh Taleb, Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili
2022	J	`jnl`	A Novel Theoretical and Practical Methodology for Extracting the Parameters of the Single and Double Diode Photovoltaic Models. IEEE Access Hussein Mohammed Ridha, Hashim Hizam, Seyedali Mirjalili, Mohammad Lutfi Othman, Mohammad Effendy Ya'acob, Laith Mohammad Abualigah
2022	J	`jnl`	A beta salp swarm algorithm meta-heuristic for inverse kinematics and optimization. Appl. Intell. Nizar Rokbani, Seyedali Mirjalili, Mohamed Slim, Adel M. Alimi
2022	J	`jnl`	A comprehensive survey of recent trends in deep learning for digital images augmentation. Artif. Intell. Rev. Nour Eldeen Mahmoud Khalifa, Mohamed Loey, Seyedali Mirjalili
2022	J	`jnl`	A hybrid GA-ANFIS and Expert Syst. Appl. Rajamani Devaraj, Siva Kumar Mahalingam, Balasubramanian Esakki, Antonello Astarita, Seyedali Mirjalili
2022	J	`jnl`	A hybrid Grasshopper Optimization Algorithm and Harris Hawks Optimizer for Combined Heat and Power Economic Dispatch problem. Eng. Appl. Artif. Intell. Murugan Ramachandran, Seyedali Mirjalili, Morteza Nazari-Heris, Deiva Sundari Parvathysankar, Sundaram Arunachalam, Christober Asir Rajan Charles Gnanakkan
2022	J	`jnl`	A mixed sine cosine butterfly optimization algorithm for global optimization and its application. Clust. Comput. Sushmita Sharma, Apu Kumar Saha, Susmita Roy, Seyedali Mirjalili, Sukanta Nama
2022	J	`jnl`	A new movement strategy of grey wolf optimizer for optimization problems and structural damage identification. Adv. Eng. Softw. Thanh Sang-To, Hoang-Le Minh, Seyedali Mirjalili, Magd Abdel Wahab, Thanh Cuong-Le
2022	J	`jnl`	A novel chaotic Runge Kutta optimization algorithm for solving constrained engineering problems. J. Comput. Des. Eng. Betül Sultan Yildiz, Pranav Mehta, Natee Panagant, Seyedali Mirjalili, Ali Riza Yildiz
2022	J	`jnl`	A novel routing protocol based on grey wolf optimization and Q learning for wireless body area network. Expert Syst. Appl. Pradeep Bedi, Sanjoy Das, S. B. Goyal, Piyush Kumar Shukla, Seyedali Mirjalili, Manoj Kumar
2022	J	`jnl`	A ranking-based fuzzy adaptive hybrid crow search algorithm for combined heat and power economic dispatch. Expert Syst. Appl. Murugan Ramachandran, Seyedali Mirjalili, Mohan Malli Ramalingam, Christober Asir Rajan Charles Gnanakkan, Deiva Sundari Parvathysankar, Sundaram Arunachalam
2022	—	`conf`	AMHS: Archive-Based Multi-objective Harmony Search Algorithm. ICHSA Nima Khodadadi, Farhad Soleimanian Gharehchopogh, Benyamin Abdollahzadeh, Seyedali Mirjalili
2022	J	`jnl`	Abnormality classification and localization using dual-branch whole-region-based CNN model with histopathological images. Comput. Biol. Medicine Olaide Nathaniel Oyelade, Absalom E. Ezugwu, Hein S. Venter, Seyedali Mirjalili, Amir H. Gandomi
2022	J	`jnl`	Adaptive grey wolf optimizer. Neural Comput. Appl. Kazem Meidani, AmirPouya Hemmasian, Seyedali Mirjalili, Amir Barati Farimani
2022	J	`jnl`	An Archive-Based Multi-Objective Arithmetic Optimization Algorithm for Solving Industrial Engineering Problems. IEEE Access Nima Khodadadi, Laith Abualigah, El-Sayed M. El-Kenawy, Václav Snásel, Seyedali Mirjalili
2022	J	`jnl`	An efficient approach for damage identification based on improved machine learning using PSO-SVM. Eng. Comput. Thanh Cuong-Le, Trong Nghia-Nguyen, Samir Khatir, Phuoc Trong-Nguyen, Seyedali Mirjalili, Khuong D. Nguyen
2022	J	`jnl`	An efficient improved African vultures optimization algorithm with dimension learning hunting for traveling salesman and large-scale optimization applications. Int. J. Intell. Syst. Narinder Singh, Essam H. Houssein, Seyedali Mirjalili, Yankai Cao, Ganeshsree Selvachandran
2022	J	`jnl`	An efficient two-stage water cycle algorithm for complex reliability-based design optimization problems. Neural Comput. Appl. Zeng Meng, Hao Li, Runqian Zeng, Seyedali Mirjalili, Ali Riza Yildiz
2022	J	`jnl`	An enhanced moth flame optimization with mutualism scheme for function optimization. Soft Comput. Saroj Kumar Sahoo, Apu Kumar Saha, Sushmita Sharma, Seyedali Mirjalili, Sanjoy Chakraborty
2022	J	`jnl`	Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems. Eng. Appl. Artif. Intell. Liying Wang, Qingjiao Cao, Zhenxing Zhang, Seyedali Mirjalili, Weiguo Zhao
2022	J	`jnl`	BCOVIDOA: A Novel Binary Coronavirus Disease Optimization Algorithm for Feature Selection. Knowl. Based Syst. Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili, Khalid M. Hosny
2022	J	`jnl`	Bayesian-based optimized deep learning model to detect COVID-19 patients using chest X-ray image data. Comput. Biol. Medicine Mohamed Loey, Shaker H. Ali El-Sappagh, Seyedali Mirjalili
2022	J	`jnl`	Binary Grey Wolf Optimizer with Mutation and Adaptive K-nearest Neighbour for Feature Selection in Parkinson's Disease Diagnosis. Knowl. Based Syst. Rajalaxmi Ramasamy Rajammal, Seyedali Mirjalili, Gothai Ekambaram, Natesan Palanisamy
2022	J	`jnl`	Binary Simulated Normal Distribution Optimizer for feature selection: Theory and application in COVID-19 datasets. Expert Syst. Appl. Shameem Ahmed, Khalid Hassan Sheikh, Seyedali Mirjalili, Ram Sarkar
2022	J	`jnl`	Black hole algorithm: A comprehensive survey. Appl. Intell. Laith Abualigah, Mohamed Abd Elaziz, Putra Sumari, Ahmad M. Khasawneh, Mohammad Alshinwan, Seyedali Mirjalili, Mohammad Shehab, Hayfa Y. Abuaddous, Amir H. Gandomi
2022	J	`jnl`	Brain Tumor Detection and Classification Using a New Evolutionary Convolutional Neural Network. CoRR Amin Abdollahi Dehkordi, Mina Hashemi, Mehdi Neshat, Seyedali Mirjalili, Ali Safaa Sadiq
2022	J	`jnl`	COVIDOA: a novel evolutionary optimization algorithm based on coronavirus disease replication lifecycle. Neural Comput. Appl. Asmaa M. Khalid, Khalid M. Hosny, Seyedali Mirjalili
2022	—	`conf`	Chaotic Stochastic Paint Optimizer (CSPO). ICHSA Nima Khodadadi, Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, Seyedali Mirjalili
2022	J	`jnl`	Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance Algorithms for Real-World Constrained Optimization Benchmark. IEEE Access Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Seyedali Mirjalili, Nadhir Ben Halima, Mostafa A. Elhosseini
2022	J	`jnl`	Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review. CoRR Bestan B. Maaroof, Tarik A. Rashid, Jaza Mahmood Abdullah, Bryar Ahmad Hassan, Abeer Alsadoon, Mokhtar Mohammadi, Mohammad Khishe, Seyedali Mirjalili
2022	J	`jnl`	Dynamic Arithmetic Optimization Algorithm for Truss Optimization Under Natural Frequency Constraints. IEEE Access Nima Khodadadi, Václav Snásel, Seyedali Mirjalili
2022	J	`jnl`	EEG Channel Selection for Person Identification Using Binary Grey Wolf Optimizer. IEEE Access 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
2022	J	`jnl`	Efficient decoupling-assisted evolutionary/metaheuristic framework for expensive reliability-based design optimization problems. Expert Syst. Appl. Zeng Meng, Ali Riza Yildiz, Seyedali Mirjalili
2022	—	`conf`	Enhanced Honey Badger Algorithm for mesh routers placement problem in wireless mesh networks. ICAASE Sylia Mekhmoukh Taleb, Yassine Meraihi, Seyedali Mirjalili, Dalila Acheli, Amar Ramdane-Cherif, Asma Benmessaoud Gabis
2022	J	`jnl`	Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study. Comput. Biol. Medicine Mohammad H. Nadimi-Shahraki, Hoda Zamani, Seyedali Mirjalili
2022	—	`conf`	Enhancing Differential Evolution Algorithm: Adaptation for CEC 2017 and CEC 2021 Test Suites. ISCMI Rohit Salgotra, Seyedali Mirjalili, Amir H. Gandomi
2022	J	`jnl`	Enhancing the contrast of the grey-scale image based on meta-heuristic optimization algorithm. Soft Comput. Ali Hussain Khan, Shameem Ahmed, Suman Kumar Bera, Seyedali Mirjalili, Diego Oliva, Ram Sarkar
2022	—	`conf`	Evolutionary Population Dynamic Mechanisms for the Harmony Search Algorithm. ICHSA Seyedeh Zahra Mirjalili, Shelda Sajeev, Ratna Saha, Nima Khodadadi, Seyed Mohammad Mirjalili, Seyedali Mirjalili
2022	J	`jnl`	Feature selection methods on gene expression microarray data for cancer classification: A systematic review. Comput. Biol. Medicine Esraa Alhenawi, Rizik M. H. Al-Sayyed, Amjad Hudaib, Seyedali Mirjalili
2022	J	`jnl`	GGWO: Gaze cues learning-based grey wolf optimizer and its applications for solving engineering problems. J. Comput. Sci. Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Hoda Zamani, Ardeshir Bahreininejad
2022	J	`jnl`	HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis. Comput. Biol. Medicine 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
2022	—	`conf`	Hybrid Generalized Normal Distribution Optimization with Sine Cosine Algorithm for Global Optimization. ICHSA Jingwei Too, Ali Safaa Sadiq, Hesam Akbari, Guo Ren Mong, Seyedali Mirjalili
2022	J	`jnl`	Hybrid binary whale with harris hawks for feature selection. Neural Comput. Appl. Ranya Al-Wajih, Said Jadid Abdulkadir, Hitham Alhussian, Norshakirah Aziz, Qasem Al-Tashi, Seyedali Mirjalili, Alawi Alqushaibi
2022	J	`jnl`	Inclined planes system optimization: Theory, literature review, and state-of-the-art versions for IIR system identification. Expert Syst. Appl. Ali Mohammadi, Farid Sheikholeslam, Seyedali Mirjalili
2022	J	`jnl`	Joint user grouping and power control using whale optimization algorithm for NOMA uplink systems. PeerJ Comput. Sci. Bilal Ur Rehman, Mohammad Inayatullah Babar, Arbab Waheed Ahmad, Muhammad Amir, Waleed Shahjehan, Ali Safaa Sadiq, Seyedali Mirjalili, Amin Abdollahi Dehkordi
2022	J	`jnl`	Kurdish Handwritten Character Recognition using Deep Learning Techniques. CoRR Rebin M. Ahmed, Tarik A. Rashid, Polla Fattah, Abeer Alsadoon, Nebojsa Bacanin, Seyedali Mirjalili, S. Vimal, Amit Chhabra
2022	J	`jnl`	MAB-OS: Multi-Armed Bandits Metaheuristic Optimizer Selection. Appl. Soft Comput. Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani
2022	J	`jnl`	MOAVOA: a new multi-objective artificial vultures optimization algorithm. Neural Comput. Appl. Nima Khodadadi, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili
2022	J	`jnl`	Machine Learning-Based Research for COVID-19 Detection, Diagnosis, and Prediction: A Survey. SN Comput. Sci. Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Amar Ramdane-Cherif, Fawaz E. Alsaadi
2022	J	`jnl`	Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results. Neural Comput. Appl. 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
2022	J	`jnl`	Mountain Gazelle Optimizer: A new Nature-inspired Metaheuristic Algorithm for Global Optimization Problems. Adv. Eng. Softw. Benyamin Abdollahzadeh, Farhad Soleimanian Gharehchopogh, Nima Khodadadi, Seyedali Mirjalili
2022	J	`jnl`	Multi-COVID-Net: Multi-objective optimized network for COVID-19 diagnosis from chest X-ray images. Appl. Soft Comput. Tripti Goel, R. Murugan, Seyedali Mirjalili, Deba Kumar Chakrabartty
2022	J	`jnl`	Multi-objective Stochastic Paint Optimizer (MOSPO). Neural Comput. Appl. Nima Khodadadi, Laith Abualigah, Seyedali Mirjalili
2022	J	`jnl`	Multi-objective learner performance-based behavior algorithm with five multi-objective real-world engineering problems. CoRR Chnoor M. Rahman, Tarik A. Rashid, Aram Mahmood Ahmed, Seyedali Mirjalili
2022	J	`jnl`	Multi-objective learner performance-based behavior algorithm with five multi-objective real-world engineering problems. Neural Comput. Appl. Chnoor M. Rahman, Tarik A. Rashid, Aram Mahmood Ahmed, Seyedali Mirjalili
2022	J	`jnl`	Multi-objective scheduling of IoT-enabled smart homes for energy management based on Arithmetic Optimization Algorithm: A Node-RED and NodeMCU module-based technique. Knowl. Based Syst. Danial Bahmanyar, Navid Razmjooy, Seyedali Mirjalili
2022	J	`jnl`	Multilevel segmentation of 2D and volumetric medical images using hybrid Coronavirus Optimization Algorithm. Comput. Biol. Medicine Khalid M. Hosny, Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili
2022	J	`jnl`	Nodes placement in wireless mesh networks using optimization approaches: a survey. Neural Comput. Appl. Sylia Mekhmoukh Taleb, Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Amar Ramdane-Cherif
2022	J	`jnl`	Nonlinear marine predator algorithm: A cost-effective optimizer for fair power allocation in NOMA-VLC-B5G networks. Expert Syst. Appl. Ali Safaa Sadiq, Amin Abdollahi Dehkordi, Seyedali Mirjalili, Quoc-Viet Pham
2022	J	`jnl`	Novel Meta-Heuristic Algorithm for Feature Selection, Unconstrained Functions and Engineering Problems. IEEE Access 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
2022	J	`jnl`	Novel binary differential evolution algorithm based on Taper-shaped transfer functions for binary optimization problems. Swarm Evol. Comput. Yichao He, Fazhan Zhang, Seyedali Mirjalili, Tong Zhang
2022	J	`jnl`	Online metaheuristic algorithm selection. Expert Syst. Appl. Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani
2022	J	`jnl`	Particle Swarm Optimization: A Comprehensive Survey. IEEE Access Tareq M. Shami, Ayman A. El-Saleh, Mohammed Alswaitti, Qasem Al-Tashi, Mhd Amen Summakieh, Seyedali Mirjalili
2022	J	`jnl`	Pneumonia detection from lung X-ray images using local search aided sine cosine algorithm based deep feature selection method. Int. J. Intell. Syst. Soumitri Chattopadhyay, Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar
2022	J	`jnl`	Prairie Dog Optimization Algorithm. Neural Comput. Appl. Absalom E. Ezugwu, Jeffrey O. Agushaka, Laith Abualigah, Seyedali Mirjalili, Amir H. Gandomi
2022	J	`jnl`	Recent advances in multi-objective grey wolf optimizer, its versions and applications. Neural Comput. Appl. Sharif Naser Makhadmeh, Osama Ahmad Alomari, Seyedali Mirjalili, Mohammed Azmi Al-Betar, Ashraf Elnagar
2022	J	`jnl`	Secure video communication using firefly optimization and visual cryptography. Artif. Intell. Rev. Manoj Kumar, Jyoti Aggarwal, Anuj Rani, Thompson Stephan, Achyut Shankar, Seyedali Mirjalili
2022	J	`jnl`	Solving the Mesh Router Nodes Placement in Wireless Mesh Networks Using Coyote Optimization Algorithm. IEEE Access Sylia Mekhmoukh Taleb, Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Atef Zaguia, Amar Ramdane-Cherif
2022	J	`jnl`	Truss optimization with natural frequency constraints using generalized normal distribution optimization. Appl. Intell. Nima Khodadadi, Seyedali Mirjalili
2022	J	`jnl`	VecMetaPy: A vectorized framework for metaheuristic optimization in Python. Adv. Eng. Softw. AmirPouya Hemmasian, Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani
2022	J	`jnl`	Zero root-mean-square error for single- and double-diode photovoltaic models parameter determination. Neural Comput. Appl. Hussein Mohammed Ridha, Hashim Hizam, Seyedali Mirjalili, Mohammad Lutfi Othman, Mohammad Effendy Ya'acob
2021	J	`jnl`	A Binary Equilibrium Optimization Algorithm for 0-1 Knapsack Problems. Comput. Ind. Eng. Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili
2021	J	`jnl`	A Data-Driven Approach for Linear and Nonlinear Damage Detection Using Variational Mode Decomposition and GARCH Model. CoRR Vahidreza Gharehbaghi, Hashem Kalbkhani, Ehsan Noroozinejad Farsangi, Tony T. Y. Yang, Seyedali Mirjalili
2021	J	`jnl`	A Hyper Learning Binary Dragonfly Algorithm for Feature Selection: A COVID-19 Case Study. Knowl. Based Syst. Jingwei Too, Seyedali Mirjalili
2021	J	`jnl`	A New Arithmetic Optimization Algorithm for Solving Real-World Multiobjective CEC-2021 Constrained Optimization Problems: Diversity Analysis and Validations. IEEE Access Premkumar Manoharan, Pradeep Jangir, B. Santhosh Kumar, Ravichandran Sowmya, Hassan Haes Alhelou, Laith Mohammad Abualigah, Ali Riza Yildiz, Seyedali Mirjalili
2021	J	`jnl`	A Novel Approach for Deterioration and Damage Identification in Building Structures Based on Stockwell-Transform and Deep Convolutional Neural Network. CoRR Vahidreza Gharehbaghi, Hashem Kalbkhani, Ehsan Noroozinejad Farsangi, Tony T. Y. Yang, Andy Nguyen, Seyedali Mirjalili, Christian Málaga-Chuquitaype
2021	J	`jnl`	A bi-stage feature selection approach for COVID-19 prediction using chest CT images. Appl. Intell. Shibaprasad Sen, Soumyajit Saha, Somnath Chatterjee, Seyedali Mirjalili, Ram Sarkar
2021	J	`jnl`	A comprehensive survey of sine cosine algorithm: variants and applications. Artif. Intell. Rev. Asma Benmessaoud Gabis, Yassine Meraihi, Seyedali Mirjalili, Amar Ramdane-Cherif
2021	J	`jnl`	A hybrid Harris hawks-moth-flame optimization algorithm including fractional-order chaos maps and evolutionary population dynamics. Adv. Eng. Softw. Mohamed Abd El Aziz, Dalia Yousri, Seyedali Mirjalili
2021	J	`jnl`	A novel Whale Optimization Algorithm integrated with Nelder-Mead simplex for multi-objective optimization problems. Knowl. Based Syst. Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili
2021	J	`jnl`	A novel enhanced whale optimization algorithm for global optimization. Comput. Ind. Eng. Sanjoy Chakraborty, Apu Kumar Saha, Sushmita Sharma, Seyedali Mirjalili, Ratul Chakraborty
2021	J	`jnl`	A novel version of Cuckoo search algorithm for solving optimization problems. Expert Syst. Appl. Thanh Cuong-Le, Hoang-Le Minh, Samir Khatir, Magd Abdel Wahab, Minh Thi Tran, Seyedali Mirjalili
2021	J	`jnl`	AIEOU: Automata-based improved equilibrium optimizer with U-shaped transfer function for feature selection. Knowl. Based Syst. Shameem Ahmed, Kushal Kanti Ghosh, Seyedali Mirjalili, Ram Sarkar
2021	J	`jnl`	ANA: Ant Nesting Algorithm for Optimizing Real-World Problems. CoRR Deeam Najmadeen Hama Rashid, Tarik A. Rashid, Seyedali Mirjalili
2021	J	`jnl`	Advanced Ensemble Model for Solar Radiation Forecasting Using Sine Cosine Algorithm and Newton's Laws. IEEE Access El-Sayed M. El-Kenawy, Seyedali Mirjalili, Sherif S. M. Ghoneim, Marwa Metwally Eid, Mohammed El-Said, Zeeshan Shafi Khan, Abdelhameed Ibrahim
2021	J	`jnl`	Advanced Meta-Heuristics, Convolutional Neural Networks, and Feature Selectors for Efficient COVID-19 X-Ray Chest Image Classification. IEEE Access El-Sayed M. El-Kenawy, Seyedali Mirjalili, Abdelhameed Ibrahim, Mohammed F. Alrahmawy, Mohammed El-Said, Rokaia M. Zaki, Marwa Metwally Eid
2021	J	`jnl`	African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems. Comput. Ind. Eng. Benyamin Abdollahzadeh, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili
2021	J	`jnl`	An Efficient Marine Predators Algorithm for Solving Multi-Objective Optimization Problems: Analysis and Validations. IEEE Access Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili, Ripon K. Chakrabortty, Michael J. Ryan
2021	J	`jnl`	An Improved Moth-Flame Optimization Algorithm with Adaptation Mechanism to Solve Numerical and Mechanical Engineering Problems. Entropy Mohammad H. Nadimi-Shahraki, Ali Fatahi, Hoda Zamani, Seyedali Mirjalili, Laith Mohammad Abualigah
2021	J	`jnl`	An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection. Comput. Ind. Eng. Mohamed Abdel-Basset, Reda Mohamed, Ripon Kumar Chakrabortty, Michael J. Ryan, Seyedali Mirjalili
2021	J	`jnl`	An improved grey wolf optimizer for solving engineering problems. Expert Syst. Appl. Mohammad-Hossein Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili
2021	J	`jnl`	Artificial gorilla troops optimizer: A new nature-inspired metaheuristic algorithm for global optimization problems. Int. J. Intell. Syst. Benyamin Abdollahzadeh, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili
2021	J	`jnl`	B-MFO: A Binary Moth-Flame Optimization for Feature Selection from Medical Datasets. Comput. Mohammad H. Nadimi-Shahraki, Mahdis Banaie-Dezfouli, Hoda Zamani, Shokooh Taghian, Seyedali Mirjalili
2021	J	`jnl`	COVID-19 cough sound symptoms classification from scalogram image representation using deep learning models. Comput. Biol. Medicine Mohamed Loey, Seyedali Mirjalili
2021	J	`jnl`	COVID-19 detection from lung CT-Scans using a fuzzy integral-based CNN ensemble. Comput. Biol. Medicine Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar
2021	J	`jnl`	Choquet fuzzy integral-based classifier ensemble technique for COVID-19 detection. Comput. Biol. Medicine Subhrajit Dey, Rajdeep Bhattacharya, Samir Malakar, Seyedali Mirjalili, Ram Sarkar
2021	J	`jnl`	Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems. Expert Syst. Appl. Shubham Gupta, Hammoudi Abderazek, Betül Sultan Yildiz, Ali Riza Yildiz, Seyedali Mirjalili, Sadiq M. Sait
2021	J	`jnl`	DMFO-CD: A Discrete Moth-Flame Optimization Algorithm for Community Detection. Algorithms Mohammad H. Nadimi-Shahraki, Ebrahim Moeini, Shokooh Taghian, Seyedali Mirjalili
2021	J	`jnl`	Discrepancy detection between actual user reviews and numeric ratings of Google App store using deep learning. Expert Syst. Appl. Saima Sadiq, Muhammad Umer, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi
2021	J	`jnl`	Dynamic Salp swarm algorithm for feature selection. Expert Syst. Appl. Mohammad Tubishat, Salinah Ja'afar, Mohammed Alswaitti, Seyedali Mirjalili, Norisma Idris, Maizatul Akmar Ismail, Mardian Shah Omar
2021	J	`jnl`	Efficient fractional-order modified Harris hawks optimizer for proton exchange membrane fuel cell modeling. Eng. Appl. Artif. Intell. Dalia Yousri, Seyedali Mirjalili, J. A. Tenreiro Machado, Thanikanti Sudhakar Babu, Osama Elbaksawi, Ahmed Fathy
2021	J	`jnl`	Emotion Recognition by Textual Tweets Classification Using Voting Classifier (LR-SGD). IEEE Access Anam Yousaf, Muhammad Umer, Saima Sadiq, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi
2021	J	`jnl`	Enhanced Jaya algorithm: A simple but efficient optimization method for constrained engineering design problems. Knowl. Based Syst. Yiying Zhang, Aining Chi, Seyedali Mirjalili
2021	J	`jnl`	Enhanced multi-verse optimizer for task scheduling in cloud computing environments. Expert Syst. Appl. Sarah Shukri, Rizik M. H. Al-Sayyed, Amjad Hudaib, Seyedali Mirjalili
2021	J	`jnl`	Evaluation of human resource information systems using grey ordinal pairwise comparison MCDM methods. Expert Syst. Appl. Moses Olabhele Esangbedo, Sijun Bai, Seyedali Mirjalili, Zonghan Wang
2021	J	`jnl`	Flow Direction Algorithm (FDA): A Novel Optimization Approach for Solving Optimization Problems. Comput. Ind. Eng. Hojat Karami, Mahdi Valikhan Anaraki, Saeed Farzin, Seyedali Mirjalili
2021	J	`jnl`	Formal context reduction in deriving concept hierarchies from corpora using adaptive evolutionary clustering algorithm star. CoRR Bryar Ahmad Hassan, Tarik A. Rashid, Seyedali Mirjalili
2021	J	`jnl`	General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification. Appl. Artif. Intell. Jingwei Too, Seyedali Mirjalili
2021	J	`jnl`	Grasshopper Optimization Algorithm: Theory, Variants, and Applications. IEEE Access Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Amar Ramdane-Cherif
2021	J	`jnl`	Hybrid Binary Dragonfly Algorithm with Simulated Annealing for Feature Selection. SN Comput. Sci. Hamouda Chantar, Mohammad Tubishat, Mansour Essgaer, Seyedali Mirjalili
2021	J	`jnl`	Identifying Critical Dimensions for Project Success in R&D Environment Using Delphi Study and Validation Techniques. IEEE Access Huma Hanif, Aamer Hanif, Ali Ahsan, Ali Safaa Sadiq, Seyedali Mirjalili, Basem Y. Alkazemi
2021	J	`jnl`	Improving the Prediction of Heart Failure Patients' Survival Using SMOTE and Effective Data Mining Techniques. IEEE Access Abid Ishaq, Saima Sadiq, Muhammad Umer, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi
2021	J	`jnl`	IoT-Blockchain: Harnessing the Power of Internet of Thing and Blockchain for Smart Supply Chain. Sensors Neda Azizi, Heliyeh Malekzadeh, Peyman Akhavan, Omid Haass, Shahrzad Saremi, Seyedali Mirjalili
2021	J	`jnl`	MOEO-EED: A multi-objective equilibrium optimizer with exploration-exploitation dominance strategy. Knowl. Based Syst. Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili, Ripon Kumar Chakrabortty, Michael J. Ryan
2021	J	`jnl`	MTV-MFO: Multi-Trial Vector-Based Moth-Flame Optimization Algorithm. Symmetry Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Ahmed A. Ewees, Laith Mohammad Abualigah, Mohamed Abd Elaziz
2021	J	`jnl`	Minimum energy transmission forest-based geocast in software-defined wireless sensor networks. Trans. Emerg. Telecommun. Technol. Anuradha Banerjee, Abu Sufian, Ali Safaa Sadiq, Seyedali Mirjalili
2021	J	`jnl`	Multi-objective equilibrium optimizer: framework and development for solving multi-objective optimization problems. J. Comput. Des. Eng. M. Premkumar, Pradeep Jangir, Ravichandran Sowmya, Hassan Haes Alhelou, Seyedali Mirjalili, B. Santhosh Kumar
2021	J	`jnl`	New binary marine predators optimization algorithms for 0-1 knapsack problems. Comput. Ind. Eng. Mohamed Abdel-Basset, Reda Mohamed, Ripon Kumar Chakrabortty, Michael J. Ryan, Seyedali Mirjalili
2021	J	`jnl`	Nonlinear-based Chaotic Harris Hawks Optimizer: Algorithm and Internet of Vehicles application. Appl. Soft Comput. Amin Abdollahi Dehkordi, Ali Safaa Sadiq, Seyedali Mirjalili, Kayhan Zrar Ghafoor
2021	J	`jnl`	Opposition-based Laplacian Equilibrium Optimizer with application in Image Segmentation using Multilevel Thresholding. Expert Syst. Appl. Shail Kumar Dinkar, Kusum Deep, Seyedali Mirjalili, Shivankur Thapliyal
2021	J	`jnl`	OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19. Appl. Intell. Tripti Goel, R. Murugan, Seyedali Mirjalili, Deba Kumar Chakrabartty
2021	J	`jnl`	Performance evaluation results of evolutionary clustering algorithm star for clustering heterogeneous datasets. CoRR Bryar Ahmad Hassan, Tarik A. Rashid, Seyedali Mirjalili
2021	J	`jnl`	Silas: A high-performance machine learning foundation for logical reasoning and verification. Expert Syst. Appl. Hadrien Bride, Cheng-Hao Cai, Jie Dong, Jin Song Dong, Zhé Hóu, Seyedali Mirjalili, Jing Sun
2021	J	`jnl`	Spatial bound whale optimization algorithm: an efficient high-dimensional feature selection approach. Neural Comput. Appl. Jingwei Too, Majdi M. Mafarja, Seyedali Mirjalili
2021	J	`jnl`	Swarm intelligence for next-generation networks: Recent advances and applications. J. Netw. Comput. Appl. Quoc-Viet Pham, Dinh C. Nguyen, Seyedali Mirjalili, Dinh Thai Hoang, Diep N. Nguyen, Pubudu N. Pathirana, Won-Joo Hwang
2021	J	`jnl`	Vision-Based Human Detection Techniques: A Descriptive Review. IEEE Access Shahriar Shakir Sumit, Dayang Rohaya Awang Rambli, Seyedali Mirjalili
2021	J	`jnl`	Wind Speed Ensemble Forecasting Based on Deep Learning Using Adaptive Dynamic Optimization Algorithm. IEEE Access Abdelhameed Ibrahim, Seyedali Mirjalili, Mohammed El-Said, Sherif S. M. Ghoneim, Mosleh M. Al-Harthi, Tarek F. Ibrahim, El-Sayed M. El-Kenawy
2021	J	`jnl`	YUKI Algorithm and POD-RBF for Elastostatic and dynamic crack identification. J. Comput. Sci. Brahim Benaissa, Nourredine Aït Hocine, Samir Khatir, Mohamed Kamel Riahi, Seyedali Mirjalili
2020	J	`jnl`	A Hybrid Grey Wolf Optimiser Algorithm for Solving Time Series Classification Problems. J. Intell. Syst. Heba Al Nsour, Mohammed Alweshah, Abdelaziz I. Hammouri, Hussein Al Ofeishat, Seyedali Mirjalili
2020	J	`jnl`	A dynamic locality multi-objective salp swarm algorithm for feature selection. Comput. Ind. Eng. Ibrahim Aljarah, Maria Habib, Hossam Faris, Nailah Al-Madi, Ali Asghar Heidari, Majdi M. Mafarja, Mohamed E. Abd Elaziz, Seyedali Mirjalili
2020	J	`jnl`	A harmonic estimator design with evolutionary operators equipped grey wolf optimizer. Expert Syst. Appl. Akash Saxena, Rajesh Kumar, Seyedali Mirjalili
2020	J	`jnl`	A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization. Expert Syst. Appl. Shubham Gupta, Kusum Deep, Seyedali Mirjalili, Joong Hoon Kim
2020	J	`jnl`	A new fusion of grey wolf optimizer algorithm with a two-phase mutation for feature selection. Expert Syst. Appl. Mohamed Abdel-Basset, Doaa El-Shahat, Ibrahim M. El-Henawy, Victor Hugo C. de Albuquerque, Seyedali Mirjalili
2020	J	`jnl`	A set of efficient heuristics for a home healthcare problem. Neural Comput. Appl. Amir Mohammad Fathollahi-Fard, Mostafa Hajiaghaei-Keshteli, Seyedali Mirjalili
2020	J	`jnl`	An Improved Harris Hawks Optimization Algorithm With Simulated Annealing for Feature Selection in the Medical Field. IEEE Access Zenab Mohamed Elgamal, Norizan Binti Mohd. Yasin, Mohammad Tubishat, Mohammed Alswaitti, Seyedali Mirjalili
2020	J	`jnl`	An efficient equilibrium optimizer with mutation strategy for numerical optimization. Appl. Soft Comput. Shubham Gupta, Kusum Deep, Seyedali Mirjalili
2020	J	`jnl`	An enhanced associative learning-based exploratory whale optimizer for global optimization. Neural Comput. Appl. Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Huiling Chen, Jie Luo, Seyedali Mirjalili
2020	J	`jnl`	Approaches to Multi-Objective Feature Selection: A Systematic Literature Review. IEEE Access Qasem Al-Tashi, Said Jadid Abdulkadir, Helmi Md Rais, Seyedali Mirjalili, Hitham Alhussian
2020	J	`jnl`	Binary Multi-Objective Grey Wolf Optimizer for Feature Selection in Classification. IEEE Access Qasem Al-Tashi, Said Jadid Abdulkadir, Helmi Md Rais, Seyedali Mirjalili, Hitham Alhussian, Mohammed Gamal Ragab, Alawi Alqushaibi
2020	J	`jnl`	Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach. Knowl. Inf. Syst. Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili
2020	J	`jnl`	Comparison of recent optimization algorithms for design optimization of a cam-follower mechanism. Knowl. Based Syst. Hammoudi Abderazek, Ali Riza Yildiz, Seyedali Mirjalili
2020	J	`jnl`	Dynamic Butterfly Optimization Algorithm for Feature Selection. IEEE Access Mohammad Tubishat, Mohammed Alswaitti, Seyedali Mirjalili, Mohammed Ali Al-Garadi, Ma'en Tayseer Alrashdan, Toqir Ahmad Rana
2020	J	`jnl`	Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection. Cogn. Comput. Majdi M. Mafarja, Asma Qasem, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili
2020	J	`jnl`	Efficient design of wideband digital fractional order differentiators and integrators using multi-verse optimizer. Appl. Soft Comput. Talal Ahmed Ali Ali, Zhu Xiao, Seyedali Mirjalili, Vincent Havyarimana
2020	J	`jnl`	Embedded Chaotic Whale Survival Algorithm for Filter-Wrapper Feature Selection. CoRR Ritam Guha, Manosij Ghosh, Shyok Mutsuddi, Ram Sarkar, Seyedali Mirjalili
2020	J	`jnl`	Embedded chaotic whale survival algorithm for filter-wrapper feature selection. Soft Comput. Ritam Guha, Manosij Ghosh, Shyok Mutsuddi, Ram Sarkar, Seyedali Mirjalili
2020	J	`jnl`	Equilibrium optimizer: A novel optimization algorithm. Knowl. Based Syst. Afshin Faramarzi, Mohammad Heidarinejad, Brent E. Stephens, Seyedali Mirjalili
2020	J	`jnl`	Fractional-order calculus-based flower pollination algorithm with local search for global optimization and image segmentation. Knowl. Based Syst. Dalia Yousri, Mohamed E. Abd Elaziz, Seyedali Mirjalili
2020	J	`jnl`	Fractional-order cuckoo search algorithm for parameter identification of the fractional-order chaotic, chaotic with noise and hyper-chaotic financial systems. Eng. Appl. Artif. Intell. Dalia Yousri, Seyedali Mirjalili
2020	J	`jnl`	Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection. Expert Syst. Appl. Mohammad Tubishat, Norisma Idris, Liyana Shuib, Mohammad A. M. Abushariah, Seyedali Mirjalili
2020	J	`jnl`	Introducing clustering based population in Binary Gravitational Search Algorithm for Feature Selection. Appl. Soft Comput. Ritam Guha, Manosij Ghosh, Akash Chakrabarti, Ram Sarkar, Seyedali Mirjalili
2020	J	`jnl`	MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems. Appl. Soft Comput. Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Hossam Faris
2020	J	`jnl`	Marine Predators Algorithm: A nature-inspired metaheuristic. Expert Syst. Appl. Afshin Faramarzi, Mohammad Heidarinejad, Seyedali Mirjalili, Amir H. Gandomi
2020	—	`book`	Nature-Inspired Optimizers - Theories, Literature Reviews and Applications Nature-Inspired Optimizers Seyedali Mirjalili, Jin Song Dong, Andrew Lewis
2020	J	`jnl`	Neuroevolution-based autonomous robot navigation: A comparative study. Cogn. Syst. Res. Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abbas Khosravi, Seyedali Mirjalili, Mohammad Reza Mahmoudi, Saeid Nahavandi
2020	J	`jnl`	Novel Feature Selection and Voting Classifier Algorithms for COVID-19 Classification in CT Images. IEEE Access El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Seyedali Mirjalili, Marwa Metwally Eid, Sherif E. Hussein
2020	B	`conf`	Robust Multi-Objective optimization using Conditional Pareto Optimal Dominance. CEC Seyedeh Zahra Mirjalili, Stephan K. Chalup, Seyedali Mirjalili, Nasimul Noman
2020	J	`jnl`	Selective Opposition based Grey Wolf Optimization. Expert Syst. Appl. Souvik Dhargupta, Manosij Ghosh, Seyedali Mirjalili, Ram Sarkar
2020	J	`jnl`	Slime mould algorithm: A new method for stochastic optimization. Future Gener. Comput. Syst. Shimin Li, Huiling Chen, Mingjing Wang, Ali Asghar Heidari, Seyedali Mirjalili
2020	J	`jnl`	Special issue on "real-world optimization problems and meta-heuristics". Neural Comput. Appl. Seyedali Mirjalili
2020	J	`jnl`	Swarm Intelligence for Next-Generation Wireless Networks: Recent Advances and Applications. CoRR Quoc-Viet Pham, Dinh C. Nguyen, Seyedali Mirjalili, Dinh Thai Hoang, Diep N. Nguyen, Pubudu N. Pathirana, Won-Joo Hwang
2020	J	`jnl`	Time-varying hierarchical chains of salps with random weight networks for feature selection. Expert Syst. Appl. Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Majdi M. Mafarja, Ibrahim Aljarah, Mohammed Eshtay, Seyedali Mirjalili
2020	J	`jnl`	Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges. Future Gener. Comput. Syst. Khan Muhammad, Salman Khan, Neeraj Kumar, Javier Del Ser, Seyedali Mirjalili
2020	J	`jnl`	Whale Optimization Algorithm With Applications to Resource Allocation in Wireless Networks. IEEE Trans. Veh. Technol. Quoc-Viet Pham, Seyedali Mirjalili, Neeraj Kumar, Mamoun Alazab, Won-Joo Hwang
2019	—	`conf`	A Novel U-Shaped Transfer Function for Binary Particle Swarm Optimisation. SocProS (1) Seyedeh Zahra Mirjalili, Hongyu Zhang, Seyedali Mirjalili, Stephan K. Chalup, Nasimul Noman
2019	J	`jnl`	A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems. Comput. Ind. Eng. Mohamed Abdel-Basset, Doaa El-Shahat, Hossam Faris, Seyedali Mirjalili
2019	J	`jnl`	A direct method for solving calculus of variations problems using the whale optimization algorithm. Evol. Intell. Seyed Hamed Hashemi Mehne, Seyedali Mirjalili
2019	J	`jnl`	A hyper-heuristic for improving the initial population of whale optimization algorithm. Knowl. Based Syst. Mohamed Abd El-Aziz, Seyedali Mirjalili
2019	J	`jnl`	Adaptive β-hill climbing for optimization. Soft Comput. Mohammed Azmi Al-Betar, Ibrahim Aljarah, Mohammed A. Awadallah, Hossam Faris, Seyedali Mirjalili
2019	J	`jnl`	An efficient hybrid multilayer perceptron neural network with grasshopper optimization. Soft Comput. Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili
2019	J	`jnl`	An evolutionary gravitational search-based feature selection. Inf. Sci. Mohammad Taradeh, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Hamido Fujita
2019	J	`jnl`	An improved heat transfer search algorithm for unconstrained optimization problems. J. Comput. Des. Eng. Ghanshyam G. Tejani, Vimal J. Savsani, Vivek K. Patel, Seyedali Mirjalili
2019	—	`ch.`	Ant Colony Optimizer: Theory, Literature Review, and Application in AUV Path Planning. Nature-Inspired Optimizers Seyedali Mirjalili, Jin Song Dong, Andrew Lewis
2019	—	`ch.`	Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks. Nature-Inspired Optimizers Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja
2019	J	`jnl`	Automatic selection of hidden neurons and weights in neural networks using grey wolf optimizer based on a hybrid encoding scheme. Int. J. Mach. Learn. Cybern. Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah
2019	J	`jnl`	Binary Optimization Using Hybrid Grey Wolf Optimization for Feature Selection. IEEE Access Qasem Al-Tashi, Said Jadid Abdulkadir, Helmi Md Rais, Seyedali Mirjalili, Hitham Alhussian
2019	J	`jnl`	Binary grasshopper optimisation algorithm approaches for feature selection problems. Expert Syst. Appl. Majdi M. Mafarja, Ibrahim Aljarah, Hossam Faris, Abdelaziz I. Hammouri, Ala' M. Al-Zoubi, Seyedali Mirjalili
2019	J	`jnl`	Binary multi-verse optimization algorithm for global optimization and discrete problems. Int. J. Mach. Learn. Cybern. Nailah Al-Madi, Hossam Faris, Seyedali Mirjalili
2019	—	`ch.`	Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection. Nature-Inspired Optimizers Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah
2019	J	`jnl`	Dynamic Adaptive Network-Based Fuzzy Inference System (D-ANFIS) for the Imputation of Missing Data for Internet of Medical Things Applications. IEEE Internet Things J. Hamza Turabieh, Majdi M. Mafarja, Seyedali Mirjalili
2019	—	`book`	Evolutionary Algorithms and Neural Networks - Theory and Applications Seyedali Mirjalili
2019	J	`jnl`	Evolving neural networks using bird swarm algorithm for data classification and regression applications. Clust. Comput. Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi, Alaa F. Sheta, Majdi M. Mafarja
2019	—	`ch.`	Genetic Algorithm: Theory, Literature Review, and Application in Image Reconstruction. Nature-Inspired Optimizers Seyedali Mirjalili, Jin Song Dong, Ali Safa Sadiq, Hossam Faris
2019	—	`ch.`	Grasshopper Optimization Algorithm: Theory, Literature Review, and Application in Hand Posture Estimation. Nature-Inspired Optimizers Shahrzad Saremi, Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Jin Song Dong
2019	—	`ch.`	Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems. Nature-Inspired Optimizers Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris
2019	J	`jnl`	Harris hawks optimization: Algorithm and applications. Future Gener. Comput. Syst. Ali Asghar Heidari, Seyedali Mirjalili, Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, Huiling Chen
2019	J	`jnl`	Henry gas solubility optimization: A novel physics-based algorithm. Future Gener. Comput. Syst. Fatma A. Hashim, Essam H. Houssein, Mai S. Mabrouk, Walid Al-Atabany, Seyedali Mirjalili
2019	J	`jnl`	Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection. Soft Comput. Majdi M. Mafarja, Seyedali Mirjalili
2019	J	`jnl`	Improving the reliability of implicit averaging methods using new conditional operators for robust optimization. Swarm Evol. Comput. Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Hongyu Zhang, Stephan K. Chalup, Nasimul Noman
2019	—	`ch.`	Introduction to Nature-Inspired Algorithms. Nature-Inspired Optimizers Seyedali Mirjalili, Jin Song Dong
2019	J	`jnl`	Modified symbiotic organisms search for structural optimization. Eng. Comput. Sumit Kumar, Ghanshyam G. Tejani, Seyedali Mirjalili
2019	—	`ch.`	Moth-Flame Optimization Algorithm: Theory, Literature Review, and Application in Optimal Nonlinear Feedback Control Design. Nature-Inspired Optimizers Seyed Hamed Hashemi Mehne, Seyedali Mirjalili
2019	—	`ch.`	Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering. Nature-Inspired Optimizers Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili
2019	J	`jnl`	Optimal design of IIR wideband digital differentiators and integrators using salp swarm algorithm. Knowl. Based Syst. Talal Ahmed Ali Ali, Zhu Xiao, Jingru Sun, Seyedali Mirjalili, Vincent Havyarimana, Hongbo Jiang
2019	—	`ch.`	Particle Swarm Optimization: Theory, Literature Review, and Application in Airfoil Design. Nature-Inspired Optimizers Seyedali Mirjalili, Jin Song Dong, Andrew Lewis, Ali Safa Sadiq
2019	J	`jnl`	Radiation pattern design of photonic crystal LED optimized by using multi-objective grey wolf optimizer. Photonic Netw. Commun. Behnaz Merikhi, Seyed Mohammad Mirjalili, Milad Zoghi, Seyedeh Zahra Mirjalili, Seyedali Mirjalili
2019	—	`ch.`	Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines. Nature-Inspired Optimizers Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari
2019	—	`ch.`	Sine Cosine Algorithm: Theory, Literature Review, and Application in Designing Bend Photonic Crystal Waveguides. Nature-Inspired Optimizers Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, Shahrzad Saremi, Seyedali Mirjalili
2019	—	`ch.`	Whale Optimization Algorithm: Theory, Literature Review, and Application in Designing Photonic Crystal Filters. Nature-Inspired Optimizers Seyedeh Zahra Mirjalili, Seyed Mohammad Mirjalili, Shahrzad Saremi, Seyedali Mirjalili
2018	J	`jnl`	A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture. Neural Comput. Appl. Hossam Faris, Mohammad A. Hassonah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Ibrahim Aljarah
2018	J	`jnl`	A parallel numerical method for solving optimal control problems based on whale optimization algorithm. Knowl. Based Syst. Hamed Hashemi Mehne, Seyedali Mirjalili
2018	J	`jnl`	An Efficient IDS Using Hybrid Magnetic Swarm Optimization in WANETs. IEEE Access Ali Safa Sadiq, Basem Y. Alkazemi, Seyedali Mirjalili, Ahmad Noraziah, Suleman Khan, Ihsan Ali, Al-Sakib Khan Pathan, Kayhan Zrar Ghafoor
2018	J	`jnl`	An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems. Knowl. Based Syst. Hossam Faris, Majdi M. Mafarja, Ali Asghar Heidari, Ibrahim Aljarah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Hamido Fujita
2018	J	`jnl`	Asynchronous accelerating multi-leader salp chains for feature selection. Appl. Soft Comput. Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Yong Zhang, Seyedali Mirjalili
2018	J	`jnl`	Binary dragonfly optimization for feature selection using time-varying transfer functions. Knowl. Based Syst. Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Hossam Faris, Philippe Fournier-Viger, Xiaodong Li, Seyedali Mirjalili
2018	J	`jnl`	Confidence-based robust optimisation using multi-objective meta-heuristics. Swarm Evol. Comput. Seyedali Mirjalili, Andrew Lewis, Jin Song Dong
2018	J	`jnl`	Enhanced multi-objective particle swarm optimisation for estimating hand postures. Knowl. Based Syst. Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis, Alan Wee-Chung Liew, Jin Song Dong
2018	J	`jnl`	Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems. Knowl. Based Syst. Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Abdelaziz I. Hammouri, Hossam Faris, Ala' M. Al-Zoubi, Seyedali Mirjalili
2018	J	`jnl`	Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer. Eng. Appl. Artif. Intell. Sarah Shukri, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Ajith Abraham
2018	J	`jnl`	Grasshopper optimization algorithm for multi-objective optimization problems. Appl. Intell. Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Shahrzad Saremi, Hossam Faris, Ibrahim Aljarah
2018	J	`jnl`	Grey wolf optimizer: a review of recent variants and applications. Neural Comput. Appl. Hossam Faris, Ibrahim Aljarah, Mohammed Azmi Al-Betar, Seyedali Mirjalili
2018	J	`jnl`	Hybrid optimizers to solve a tri-level programming model for a tire closed-loop supply chain network design problem. Appl. Soft Comput. Amir Mohammad Fathollahi-Fard, Mostafa Hajiaghaei-Keshteli, Seyedali Mirjalili
2018	J	`jnl`	Improved monarch butterfly optimization for unconstrained global search and neural network training. Appl. Intell. Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili
2018	J	`jnl`	Integrating the whale algorithm with Tabu search for quadratic assignment problem: A new approach for locating hospital departments. Appl. Soft Comput. Mohamed Abdel-Basset, Gunasekaran Manogaran, Doaa El-Shahat, Seyedali Mirjalili
2018	J	`jnl`	Multi-objective stochastic closed-loop supply chain network design with social considerations. Appl. Soft Comput. Amir Mohammad Fathollahi-Fard, Mostafa Hajiaghaei-Keshteli, Seyedali Mirjalili
2018	J	`jnl`	Optimizing connection weights in neural networks using the whale optimization algorithm. Soft Comput. Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili
2018	J	`jnl`	Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm. Cogn. Comput. Ibrahim Aljarah, Ala' M. Al-Zoubi, Hossam Faris, Mohammad A. Hassonah, Seyedali Mirjalili, Heba Saadeh
2018	J	`jnl`	Training radial basis function networks using biogeography-based optimizer. Neural Comput. Appl. Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi
2018	J	`jnl`	Transmission power adaption scheme for improving IoV awareness exploiting: evaluation weighted matrix based on piggybacked information. Comput. Networks Ali Safa Sadiq, Suleman Khan, Kayhan Zrar Ghafoor, Mohsen Guizani, Seyedali Mirjalili
2018	J	`jnl`	Truss optimization with natural frequency bounds using improved symbiotic organisms search. Knowl. Based Syst. Ghanshyam G. Tejani, Vimal J. Savsani, Vivek K. Patel, Seyedali Mirjalili
2018	J	`jnl`	Whale optimization approaches for wrapper feature selection. Appl. Soft Comput. Majdi M. Mafarja, Seyedali Mirjalili
2017	J	`jnl`	Chaotic gravitational constants for the gravitational search algorithm. Appl. Soft Comput. Seyedali Mirjalili, Amir Hossein Gandomi
2017	J	`jnl`	Grasshopper Optimisation Algorithm: Theory and application. Adv. Eng. Softw. Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis
2017	J	`jnl`	Hybrid Whale Optimization Algorithm with simulated annealing for feature selection. Neurocomputing Majdi M. Mafarja, Seyedali Mirjalili
2017	—	`conf`	Let's Consider Two Objectives When Estimating Hand Postures. Australasian Conference on Artificial Intelligence Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis, Alan Wee-Chung Liew
2017	J	`jnl`	Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems. Appl. Intell. Seyedali Mirjalili, Pradeep Jangir, Shahrzad Saremi
2017	J	`jnl`	Optimization of problems with multiple objectives using the multi-verse optimization algorithm. Knowl. Based Syst. Seyedali Mirjalili, Pradeep Jangir, Seyedeh Zahra Mirjalili, Shahrzad Saremi, Indrajit N. Trivedi
2017	—	`conf`	S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization Algorithm in Feature Selection Problem. ICFNDS Majdi M. Mafarja, Derar Eleyan, Salwani Abdullah, Seyedali Mirjalili
2017	J	`jnl`	S-Shaped vs. V-Shaped Transfer Functions for Antlion Optimization Algorithm in Feature Selection Problems. CoRR Majdi M. Mafarja, Seyedali Mirjalili
2017	J	`jnl`	Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems. Adv. Eng. Softw. Seyedali Mirjalili, Amir Hossein Gandomi, Seyedeh Zahra Mirjalili, Shahrzad Saremi, Hossam Faris, Seyed Mohammad Mirjalili
2016	J	`jnl`	Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems. Neural Comput. Appl. Seyedali Mirjalili
2016	—	`conf`	EvoloPy: An Open-source Nature-inspired Optimization Framework in Python. IJCCI (ECTA) Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Pedro A. Castillo, Juan Julián Merelo Guervós
2016	B	`conf`	How effective are meta-heuristics for recognising hand gestures. CEC Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis
2016	J	`jnl`	Multi-Verse Optimizer: a nature-inspired algorithm for global optimization. Neural Comput. Appl. Seyedali Mirjalili, Seyed Mohammad Mirjalili, Abdolreza Hatamlou
2016	J	`jnl`	Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization. Expert Syst. Appl. Seyedali Mirjalili, Shahrzad Saremi, Seyed Mohammad Mirjalili, Leandro dos Santos Coelho
2016	J	`jnl`	Obstacles and difficulties for robust benchmark problems: A novel penalty-based robust optimisation method. Inf. Sci. Seyedali Mirjalili, Andrew Lewis
2016	J	`jnl`	Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm. Int. J. Artif. Intell. Tools Hossam Faris, Ibrahim Aljarah, Nailah Al-Madi, Seyedali Mirjalili
2016	J	`jnl`	SCA: A Sine Cosine Algorithm for solving optimization problems. Knowl. Based Syst. Seyedali Mirjalili
2016	J	`jnl`	The Whale Optimization Algorithm. Adv. Eng. Softw. Seyedali Mirjalili, Andrew Lewis
2016	J	`jnl`	Training feedforward neural networks using multi-verse optimizer for binary classification problems. Appl. Intell. Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili
2015	—	`conf`	A Reliable and Computationally Cheap Approach for Finding Robust Optimal Solutions. GECCO (Companion) Seyedali Mirjalili, Andrew Lewis
2015	J	`jnl`	Confidence measure: A novel metric for robust meta-heuristic optimisation algorithms. Inf. Sci. Seyedali Mirjalili, Andrew Lewis, Sanaz Mostaghim
2015	J	`jnl`	Hindrances for robust multi-objective test problems. Appl. Soft Comput. Seyedali Mirjalili, Andrew Lewis
2015	J	`jnl`	How effective is the Grey Wolf optimizer in training multi-layer perceptrons. Appl. Intell. Seyedali Mirjalili
2015	J	`jnl`	How important is a transfer function in discrete heuristic algorithms. Neural Comput. Appl. Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis
2015	J	`jnl`	Ions motion algorithm for solving optimization problems. Appl. Soft Comput. Behzad Javidy, Abdolreza Hatamlou, Seyedali Mirjalili
2015	J	`jnl`	Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm. Knowl. Based Syst. Seyedali Mirjalili
2015	Misc	`conf`	Multi-objective Optimisation of Marine Propellers. ICCS Seyedali Mirjalili, Andrew Lewis, Seyed Ali Mohammad Mirjalili
2015	J	`jnl`	Novel frameworks for creating robust multi-objective benchmark problems. Inf. Sci. Seyedali Mirjalili, Andrew Lewis
2015	J	`jnl`	Novel performance metrics for robust multi-objective optimization algorithms. Swarm Evol. Comput. Seyedali Mirjalili, Andrew Lewis
2015	J	`jnl`	The Ant Lion Optimizer. Adv. Eng. Softw. Seyedali Mirjalili
2014	J	`jnl`	A smart handover prediction system based on curve fitting model for Fast Mobile IPv6 in wireless networks. Int. J. Commun. Syst. Ali Safa Sadiq, Kamalrulnizam Abu Bakar, Kayhan Zrar Ghafoor, Jaime Lloret, Seyedali Mirjalili
2014	J	`jnl`	Adaptive gbest-guided gravitational search algorithm. Neural Comput. Appl. Seyedali Mirjalili, Andrew Lewis
2014	J	`jnl`	Binary bat algorithm. Neural Comput. Appl. Seyedali Mirjalili, Seyed Mohammad Mirjalili, Xin-She Yang
2014	J	`jnl`	Binary optimization using hybrid particle swarm optimization and gravitational search algorithm. Neural Comput. Appl. Seyedali Mirjalili, Gai-Ge Wang, Leandro dos Santos Coelho
2014	J	`jnl`	Biogeography-based optimisation with chaos. Neural Comput. Appl. Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis
2014	J	`jnl`	Grey Wolf Optimizer. Adv. Eng. Softw. Seyedali Mirjalili, Seyed Mohammad Mirjalili, Andrew Lewis
2014	J	`jnl`	Let a biogeography-based optimizer train your Multi-Layer Perceptron. Inf. Sci. Seyedali Mirjalili, Seyed Mohammad Mirjalili, Andrew Lewis
2013	J	`jnl`	S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization. Swarm Evol. Comput. Seyedali Mirjalili, Andrew Lewis
2012	J	`jnl`	Training feedforward neural networks using hybrid particle swarm optimization and gravitational search algorithm. Appl. Math. Comput. Seyedali Mirjalili, Siti Zaiton Mohd Hashim, Hossein Moradian Sardroudi