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ORCIDSeyedali Mirjalili
Person information
- affiliation: Torrens University, Brisbane, Australia
- affiliation (PhD 2016): Griffith University, Brisbane, Australia
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2020 – today
- 2025
[j322]Nguyen Van Thieu, Seyedali Mirjalili, Harish Garg, Nguyen Thanh Hoang:
MetaPerceptron: A standardized framework for metaheuristic-driven multi-layer perceptron optimization. Comput. Stand. Interfaces 93: 103977 (2025)- [j321]Zuyan Chen
, Shuai Li, Ameer Tamoor Khan, Seyedali Mirjalili:
Competition of tribes and cooperation of members algorithm: An evolutionary computation approach for model free optimization. Expert Syst. Appl. 265: 125908 (2025) - [j320]Mahdi Ghotbi-Maleki, Reza Mohammadi, Seyedali Mirjalili:
Exponential-based dynamic objective function for coordination of overcurrent relays in power networks. Expert Syst. Appl. 267: 126185 (2025) - [j319]Elnaz Pashaei, Elham Pashaei, Seyedali Mirjalili:
Binary hiking optimization for gene selection: Insights from HNSCC RNA-Seq data. Expert Syst. Appl. 268: 126404 (2025) - [j318]Changting Zhong, Gang Li, Zeng Meng, Haijiang Li, Ali Riza Yildiz, Seyedali Mirjalili:
Starfish optimization algorithm (SFOA): a bio-inspired metaheuristic algorithm for global optimization compared with 100 optimizers. Neural Comput. Appl. 37(5): 3641-3683 (2025) - [j317]Ali Hamdipour, Abdolali Basiri, Mostafa Zaare, Seyedali Mirjalili:
Artificial rabbits optimization algorithm with automatically DBSCAN clustering algorithm to similarity agent update for features selection problems. J. Supercomput. 81(1): 150 (2025) - 2024
- [j316]Sharif Naser Makhadmeh, Mohammed Azmi Al-Betar, Iyad Abu Doush, Mohammed A. Awadallah, Sofian Kassaymeh, Seyedali Mirjalili, Raed Abu Zitar:
Recent Advances in Grey Wolf Optimizer, its Versions and Applications: Review. IEEE Access 12: 22991-23028 (2024) - [j315]Maha Nssibi, Ghaith Manita, Amit Chhabra, Seyedali Mirjalili, Ouajdi Korbaa:
Gene selection for high dimensional biological datasets using hybrid island binary artificial bee colony with chaos game optimization. Artif. Intell. Rev. 57(3): 51 (2024) - [j314]Ali Ala, Alireza Goli, Seyedali Mirjalili, Vladimir Simic:
A fuzzy multi-objective optimization model for sustainable healthcare supply chain network design. Appl. Soft Comput. 150: 111012 (2024) - [j313]Behrouz Ahadzadeh, Moloud Abdar, Fatemeh Safara, Leyla Aghaei, Seyedali Mirjalili, Abbas Khosravi, Salvador García, Fakhri Karray, U. Rajendra Acharya:
Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection. Appl. Soft Comput. 151: 111141 (2024) - [j312]Mostafa Rahmanshahi, Jafar Jafari-Asl, Manoochehr Fathi-Moghadam, Sima Ohadi, Seyedali Mirjalili:
Metaheuristic learning algorithms for accurate prediction of hydraulic performance of porous embankment weirs. Appl. Soft Comput. 151: 111150 (2024) - [j311]Saeideh Memarian, Navid Behmanesh-Fard, Pouya Aryai, Mohammad Shokouhifar, Seyedali Mirjalili, María del Carmen Romero Ternero:
TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs. Appl. Soft Comput. 155: 111427 (2024) - [j310]Saeed Kamro, Majid Rafiee, Seyedali Mirjalili:
Metaheuristic-driven space partitioning and ensemble learning for imbalanced classification. Appl. Soft Comput. 167: 112278 (2024) - [j309]Benyamin Abdollahzadeh, Nima Khodadadi, Saeid Barshandeh, Pavel Trojovský, Farhad Soleimanian Gharehchopogh, El-Sayed M. El-Kenawy, Laith Abualigah, Seyedali Mirjalili:
Puma optimizer (PO): a novel metaheuristic optimization algorithm and its application in machine learning. Clust. Comput. 27(4): 5235-5283 (2024) - [j308]Ali Hosseinalipour, Reza Ghanbarzadeh, Bahman Arasteh, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili:
A metaheuristic approach based on coronavirus herd immunity optimiser for breast cancer diagnosis. Clust. Comput. 27(7): 9451-9475 (2024) - [j307]Nastaran Mehrabi Hashjin, Mohammad Hussein Amiri, Ardashir Mohammadzadeh, Seyedali Mirjalili, Nima Khodadadi:
Novel hybrid classifier based on fuzzy type-III decision maker and ensemble deep learning model and improved chaos game optimization. Clust. Comput. 27(7): 10197-10234 (2024) - [j306]Nima Khodadadi, Ehsan Khodadadi, Benyamin Abdollahzadeh, El-Sayed M. El-Kenawy, Pezhman Mardanpour, Weiguo Zhao, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili:
Multi-objective generalized normal distribution optimization: a novel algorithm for multi-objective problems. Clust. Comput. 27(8): 10589-10631 (2024) - [j305]Ali Mohammadzadeh, Seyedali Mirjalili:
Eel and grouper optimizer: a nature-inspired optimization algorithm. Clust. Comput. 27(9): 12745-12786 (2024) - [j304]Heming Jia, Qixian Wen, Yuhao Wang, Seyedali Mirjalili:
Catch fish optimization algorithm: a new human behavior algorithm for solving clustering problems. Clust. Comput. 27(9): 13295-13332 (2024) - [j303]Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Danial Javaheri, Ali Safaa Sadiq, Nima Khodadadi, Seyedali Mirjalili:
MTV-SCA: multi-trial vector-based sine cosine algorithm. Clust. Comput. 27(10): 13471-13515 (2024) - [j302]Tripti Goel, R. Murugan, Seyedali Mirjalili, Deba Kumar Chakrabartty:
Automatic Screening of COVID-19 Using an Optimized Generative Adversarial Network. Cogn. Comput. 16(4): 1666-1681 (2024) - [j301]Mohammad Shokouhifar, Fakhrosadat Fanian, Marjan Kuchaki Rafsanjani, Mehdi Hosseinzadeh, Seyedali Mirjalili:
AI-driven cluster-based routing protocols in WSNs: A survey of fuzzy heuristics, metaheuristics, and machine learning models. Comput. Sci. Rev. 54: 100684 (2024) - [j300]Lingping Kong, Katerina Barnova, Rene Jaros, Seyedali Mirjalili, Václav Snásel, Jeng-Shyang Pan, Radek Martinek:
Analysis on fetal phonocardiography segmentation problem by hybridized classifier. Eng. Appl. Artif. Intell. 135: 108621 (2024) - [j299]Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, M. A. Farag, Seyedali Mirjalili, Mostafa A. Elhosseini:
Quadratic interpolation and a new local search approach to improve particle swarm optimization: Solar photovoltaic parameter estimation. Expert Syst. Appl. 236: 121417 (2024) - [j298]El-Sayed M. El-Kenawy, Nima Khodadadi, Seyedali Mirjalili, Abdelaziz A. Abdelhamid, Marwa Metwally Eid, Abdelhameed Ibrahim:
Greylag Goose Optimization: Nature-inspired optimization algorithm. Expert Syst. Appl. 238(Part E): 122147 (2024) - [j297]Ahmad Taheri, Keyvan RahimiZadeh, Amin Beheshti, Jan Baumbach, Ravipudi Venkata Rao, Seyedali Mirjalili, Amir H. Gandomi:
Partial reinforcement optimizer: An evolutionary optimization algorithm. Expert Syst. Appl. 238(Part F): 122070 (2024) - [j296]Weiguo Zhao, Liying Wang, Zhenxing Zhang, Honggang Fan, Jiajie Zhang, Seyedali Mirjalili, Nima Khodadadi, Qingjiao Cao:
Electric eel foraging optimization: A new bio-inspired optimizer for engineering applications. Expert Syst. Appl. 238(Part F): 122200 (2024) - [j295]Rohit Salgotra, Seyedali Mirjalili:
Multi-algorithm based evolutionary strategy with Adaptive Mutation Mechanism for Constraint Engineering Design Problems. Expert Syst. Appl. 258: 125055 (2024) - [j294]Mohamed Akram Khelili, Sihem Slatnia, Okba Kazar, Seyedali Mirjalili, Samir Bourekkache, Guadalupe Ortiz, Yizhang Jiang:
New bio-inspired approach for deep learning techniques applied to neonatal seizures. Int. J. Medical Eng. Informatics 16(3): 260-273 (2024) - [j293]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:
Comprehensive systematic review of information fusion methods in smart cities and urban environments. Inf. Fusion 107: 102317 (2024) - [j292]Mohammad H. Nadimi-Shahraki, Hoda Zamani, Zahra Asghari Varzaneh, Ali Safaa Sadiq, Seyedali Mirjalili:
A systematic review of applying grey wolf optimizer, its variants, and its developments in different Internet of Things applications. Internet Things 26: 101135 (2024) - [j291]Bahareh Bahrami, Mohammad Reza Khayyambashi, Seyedali Mirjalili:
Multiobjective Placement of Edge Servers in MEC Environment Using a Hybrid Algorithm Based on NSGA-II and MOPSO. IEEE Internet Things J. 11(18): 29819-29837 (2024) - [j290]Lina Wang, Yichao He, Xizhao Wang, Zihang Zhou, Haibin Ouyang, Seyedali Mirjalili:
A novel discrete differential evolution algorithm combining transfer function with modulo operation for solving the multiple knapsack problem. Inf. Sci. 680: 121170 (2024) - [j289]Xiaopeng Wang, Václav Snásel, Seyedali Mirjalili, Jeng-Shyang Pan, Lingping Kong, Hisham A. Shehadeh:
Artificial Protozoa Optimizer (APO): A novel bio-inspired metaheuristic algorithm for engineering optimization. Knowl. Based Syst. 295: 111737 (2024) - [j288]Sunday Oladayo Oladejo, Stephen O. Ekwe, Seyedali Mirjalili:
The Hiking Optimization Algorithm: A novel human-based metaheuristic approach. Knowl. Based Syst. 296: 111880 (2024) - [j287]Leren Qian, Mohammad Khishe, Yiqian Huang, Seyedali Mirjalili:
SEB-ChOA: an improved chimp optimization algorithm using spiral exploitation behavior. Neural Comput. Appl. 36(9): 4763-4786 (2024) - [j286]Saptadeep Biswas, Azharuddin Shaikh, Absalom El-Shamir Ezugwu, Japie Greeff, Seyedali Mirjalili, Uttam Kumar Bera, Laith Abualigah:
Enhanced prairie dog optimization with Levy flight and dynamic opposition-based learning for global optimization and engineering design problems. Neural Comput. Appl. 36(19): 11137-11170 (2024) - [j285]Behzad Abbasi, Vahid Majidnezhad, Seyedali Mirjalili:
ADE: advanced differential evolution. Neural Comput. Appl. 36(25): 15407-15438 (2024) - [j284]Majid Mohammadpour, Seyedakbar Mostafavi, Seyedali Mirjalili:
Solving dynamic optimization problems using parent-child multi-swarm clustered memory (PCSCM) algorithm. Neural Comput. Appl. 36(31): 19549-19583 (2024) - [j283]Ahmad Ghiaskar, Amir Amiri, Seyedali Mirjalili:
Polar fox optimization algorithm: a novel meta-heuristic algorithm. Neural Comput. Appl. 36(33): 20983-21022 (2024) - [j282]Xiangyu Liu, Guojiang Xiong, Seyedali Mirjalili:
Accurate fault section diagnosis of power systems with a binary adaptive quadratic interpolation learning differential evolution. Reliab. Eng. Syst. Saf. 248: 110192 (2024) - [j281]Barbara Tóth, Hossein Motahari-Nezhad, Nicki Horseman, László Berek, Levente Kovács, Áron Hölgyesi, Márta Péntek, Seyedali Mirjalili, László Gulácsi, Zsombor Zrubka:
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 129(3): 1739-1770 (2024) - [j280]Mojtaba Ghasemi, Keyvan Golalipour, Mohsen Zare, Seyedali Mirjalili, Pavel Trojovský, Laith Abualigah, Rasul Hemmati:
Flood algorithm (FLA): an efficient inspired meta-heuristic for engineering optimization. J. Supercomput. 80(15): 22913-23017 (2024) - [c18]Shahriar Shakir Sumit, Sreenatha G. Anavatti, Murat Tahtali, Seyedali Mirjalili, Ugur Turhan:
KDVGG-Lite: A Distilled Approach for Enhancing the Accuracy of Image Classification. ACIIDS (2) 2024: 15-27 - [c17]Shahriar Shakir Sumit, Sreenatha G. Anavatti, Murat Tahtali, Seyedali Mirjalili, Ugur Turhan:
ResNet-Lite: On Improving Image Classification with a Lightweight Network. KES 2024: 1488-1497 - [i19]Mehdi Neshat, Michael Phipps, Chris A. Browne, Nicole T. Vargas, Seyedali Mirjalili:
Predicting the Stay Length of Patients in Hospitals using Convolutional Gated Recurrent Deep Learning Model. CoRR abs/2409.17786 (2024) - [i18]Noor A. Rashed, Yossra H. Ali, Tarik A. Rashid, Seyedali Mirjalili:
MOANA: Multi-Objective Ant Nesting Algorithm for Optimization Problems. CoRR abs/2411.15157 (2024) - 2023
- [j279]Amin Abdollahi Dehkordi, Bahareh Etaati, Mehdi Neshat, Seyedali Mirjalili:
Adaptive Chaotic Marine Predators Hill Climbing Algorithm for Large-Scale Design Optimizations. IEEE Access 11: 39269-39294 (2023) - [j278]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:
Innovative Feature Selection Method Based on Hybrid Sine Cosine and Dipper Throated Optimization Algorithms. IEEE Access 11: 79750-79776 (2023) - [j277]Sunday Oladayo Oladejo, Stephen O. Ekwe, Lateef Adesola Akinyemi, Seyedali Mirjalili:
The Deep Sleep Optimizer: A Human-Based Metaheuristic Approach. IEEE Access 11: 83639-83665 (2023) - [j276]Nima Khodadadi, Ehsan Khodadadi, Qasem Al-Tashi, El-Sayed M. El-Kenawy, Laith Abualigah, Said Jadid Abdulkadir, Alawi Alqushaibi, Seyedali Mirjalili:
BAOA: Binary Arithmetic Optimization Algorithm With K-Nearest Neighbor Classifier for Feature Selection. IEEE Access 11: 94094-94115 (2023) - [j275]Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Seyedali Mirjalili, Mostafa A. Elhosseini:
An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems. Artif. Intell. Rev. 56(8): 8325-8392 (2023) - [j274]Heming Jia, Honghua Rao, Changsheng Wen, Seyedali Mirjalili:
Crayfish optimization algorithm. Artif. Intell. Rev. 56(S2): 1919-1979 (2023) - [j273]Alireza Goli, Ali Ala, Seyedali Mirjalili:
A robust possibilistic programming framework for designing an organ transplant supply chain under uncertainty. Ann. Oper. Res. 328(1): 493-530 (2023) - [j272]Alaa F. Sheta, Malik Braik, Heba Al-Hiary, Seyedali Mirjalili:
Improved versions of crow search algorithm for solving global numerical optimization problems. Appl. Intell. 53(22): 26840-26884 (2023) - [j271]Lingping Kong, Seyedali Mirjalili, Václav Snásel, Jeng-Shyang Pan, Akshaya Raj, Radana Kahankova, Radek Martinek:
Analysis on population-based algorithm optimized filter for non-invasive fECG extraction. Appl. Soft Comput. 142: 110323 (2023) - [j270]Yichao He, Hailu Sun, Yuan Wang, Xinlu Zhang, Seyedali Mirjalili:
Set algebra - based algebraic evolutionary algorithm for binary optimization problems. Appl. Soft Comput. 143: 110425 (2023) - [j269]Salma Yacoubi, Ghaith Manita, Amit Chhabra, Ouajdi Korbaa, Seyedali Mirjalili:
A multi-objective Chaos Game Optimization algorithm based on decomposition and random learning mechanisms for numerical optimization. Appl. Soft Comput. 144: 110525 (2023) - [j268]Zahra-Sadat Asaei-Moamam, Faramarz Safi Esfahani, Seyedali Mirjalili, Reza Mohammadpour, Mohammad-Hossein Nadimi-Shahraki:
Air quality particulate-pollution prediction applying GAN network and the Neural Turing Machine. Appl. Soft Comput. 147: 110723 (2023) - [j267]Lucia Cascone, Saima Sadiq, Saleem Ullah, Seyedali Mirjalili, Hafeez Ur Rehman Siddiqui, Muhammad Umer:
Predicting Household Electric Power Consumption Using Multi-step Time Series with Convolutional LSTM. Big Data Res. 31: 100360 (2023) - [j266]Esra'a Alhenawi, Rizik M. H. Al-Sayyed, Amjad Hudaib, Seyedali Mirjalili:
Improved intelligent water drop-based hybrid feature selection method for microarray data processing. Comput. Biol. Chem. 103: 107809 (2023) - [j265]Katerina Barnova, Martina Mikolasova, Radana Kahankova, Rene Jaros, Aleksandra Kawala-Sterniuk, Václav Snásel, Seyedali Mirjalili, Mariusz Pelc, Radek Martinek:
Implementation of artificial intelligence and machine learning-based methods in brain-computer interaction. Comput. Biol. Medicine 163: 107135 (2023) - [j264]Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mahmoud Badawy, Seyedali Mirjalili, Mostafa A. Elhosseini:
Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators. Comput. Electr. Eng. 106: 108603 (2023) - [j263]Bahareh Bahrami, Mohammad Reza Khayyambashi, Seyedali Mirjalili:
Edge server placement problem in multi-access edge computing environment: models, techniques, and applications. Clust. Comput. 26(5): 3237-3262 (2023) - [j262]Dler O. Hasan, Aso M. Aladdin, Hardi Sabah Talabani, Tarik Ahmed Rashid, Seyedali Mirjalili:
The Fifteen Puzzle - A New Approach through Hybridizing Three Heuristics Methods. Comput. 12(1): 11 (2023) - [j261]Mohammad Tubishat, Feras N. Al-Obeidat, Ali Safaa Sadiq, Seyedali Mirjalili:
An Improved Dandelion Optimizer Algorithm for Spam Detection: Next-Generation Email Filtering System. Comput. 12(10): 196 (2023) - [j260]El-Sayed M. El-Kenawy, Abdelaziz A. Abdelhamid, Abdelhameed Ibrahim, Seyedali Mirjalili, Nima Khodadad, Mona A. Alduailij, Amel Ali Alhussan, Doaa Sami Khafaga:
Al-Biruni Earth Radius (BER) Metaheuristic Search Optimization Algorithm. Comput. Syst. Sci. Eng. 45(2): 1917-1934 (2023) - [j259]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:
Enhanced Multi-Objective Grey Wolf Optimizer with L関y Flight and Mutation Operators for Feature Selection. Comput. Syst. Sci. Eng. 47(2): 1937-1966 (2023) - [j258]Baohua Shen, Mohammad Khishe, Seyedali Mirjalili:
Evolving Marine Predators Algorithm by dynamic foraging strategy for real-world engineering optimization problems. Eng. Appl. Artif. Intell. 123(Part A): 106207 (2023) - [j257]Rohit Salgotra, Supreet Singh, Urvinder Singh, Seyedali Mirjalili, Amir H. Gandomi:
Marine predator inspired naked mole-rat algorithm for global optimization. Expert Syst. Appl. 212: 118822 (2023) - [j256]Chengfeng Cai, Bingchen Gou, Mohammad Khishe, Mokhtar Mohammadi, Shima Rashidi, Reza Moradpour, Seyedali Mirjalili:
Improved deep convolutional neural networks using chimp optimization algorithm for Covid19 diagnosis from the X-ray images. Expert Syst. Appl. 213(Part): 119206 (2023) - [j255]Ya Shen, Chen Zhang, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili:
An improved whale optimization algorithm based on multi-population evolution for global optimization and engineering design problems. Expert Syst. Appl. 215: 119269 (2023) - [j254]Ali Ala, Amin Mahmoudi, Seyedali Mirjalili, Vladimir Simic, Dragan Pamucar:
Evaluating the Performance of various Algorithms for Wind Energy Optimization: A Hybrid Decision-Making model. Expert Syst. Appl. 221: 119731 (2023) - [j253]Anurup Naskar, Rishav Pramanik, S. K. Sabbir Hossain, Seyedali Mirjalili, Ram Sarkar:
Late acceptance hill climbing aided chaotic harmony search for feature selection: An empirical analysis on medical data. Expert Syst. Appl. 221: 119745 (2023) - [j252]Chnoor M. Rahman, Tarik A. Rashid, Abeer Alsadoon, Nebojsa Bacanin, Polla Fattah, Seyedali Mirjalili:
A survey on dragonfly algorithm and its applications in engineering. Evol. Intell. 16(1): 1-21 (2023) - [j251]Pradeep Jangir, Hitarth Buch, Seyedali Mirjalili, Premkumar Manoharan:
MOMPA: Multi-objective marine predator algorithm for solving multi-objective optimization problems. Evol. Intell. 16(1): 169-195 (2023) - [j250]Vahid Reza Gharehbaghi, Hashem Kalbkhani, Ehsan Noroozinejad Farsangi, Tony T. Y. Yang, Seyedali Mirjalili:
A data-driven approach for linear and nonlinear damage detection using variational mode decomposition and GARCH model. Eng. Comput. 39(3): 2017-2034 (2023) - [j249]Ali Safaa Sadiq, Amin Abdollahi Dehkordi, Seyedali Mirjalili, Jingwei Too, Prashant Pillai:
Trustworthy and Efficient Routing Algorithm for IoT-FinTech Applications Using Nonlinear Lévy Brownian Generalized Normal Distribution Optimization. IEEE Internet Things J. 10(3): 2215-2230 (2023) - [j248]Nazar K. Hussein, Mohammed Qaraad, Souad Amjad, M. A. Farag, Saima Hassan, Seyedali Mirjalili, Mostafa A. El-Hosseini:
Enhancing feature selection with GMSMFO: A global optimization algorithm for machine learning with application to intrusion detection. J. Comput. Des. Eng. 10(4): 1363-1389 (2023) - [j247]Mohamed Amine Tahiri, Ahmed Bencherqui, Hicham Karmouni, Hicham Amakdouf, Seyedali Mirjalili, Saad Motahhir, Mohamed Abouhawwash, Sameh S. Askar, Mhamed Sayyouri, Hassan Qjidaa:
Implementation of a steganography system based on hybrid square quaternion moment compression in IoMT. J. King Saud Univ. Comput. Inf. Sci. 35(7): 101604 (2023) - [j246]Ritam Guha, Kushal Kanti Ghosh, Suman Kumar Bera, Ram Sarkar, Seyedali Mirjalili:
Discrete equilibrium optimizer combined with simulated annealing for feature selection. J. Comput. Sci. 67: 101942 (2023) - [j245]Nguyen Van Thieu, Seyedali Mirjalili:
MEALPY: An open-source library for latest meta-heuristic algorithms in Python. J. Syst. Archit. 139: 102871 (2023) - [j244]Fatma A. Hashim, Reham R. Mostafa, Abdelazim G. Hussien, Seyedali Mirjalili, Karam M. Sallam:
Fick's Law Algorithm: A physical law-based algorithm for numerical optimization. Knowl. Based Syst. 260: 110146 (2023) - [j243]Sumit Kumar, Betül Sultan Yildiz, Pranav Mehta, Natee Panagant, Sadiq M. Sait, Seyedali Mirjalili, Ali Riza Yildiz:
Chaotic marine predators algorithm for global optimization of real-world engineering problems. Knowl. Based Syst. 261: 110192 (2023) - [j242]Rasel Ahmed, Gade Pandu Rangaiah, Shuhaimi Mahadzir, Seyedali Mirjalili, Mohamed H. Hassan, Salah Kamel:
Memory, evolutionary operator, and local search based improved Grey Wolf Optimizer with linear population size reduction technique. Knowl. Based Syst. 264: 110297 (2023) - [j241]Betül Sultan Yildiz, Sumit Kumar, Natee Panagant, Pranav Mehta, Sadiq M. Sait, Ali Riza Yildiz, Nantiwat Pholdee, Sujin Bureerat, Seyedali Mirjalili:
A novel hybrid arithmetic optimization algorithm for solving constrained optimization problems. Knowl. Based Syst. 271: 110554 (2023) - [j240]Mohamed Akram Khelili, Sihem Slatnia, Okba Kazar, Abdelhak Merizig, Seyedali Mirjalili:
Deep learning and metaheuristics application in internet of things: A literature review. Microprocess. Microsystems 98: 104792 (2023) - [j239]Sylia Mekhmoukh Taleb, Yassine Meraihi, Seyedali Mirjalili, Dalila Acheli, Amar Ramdane-Cherif, Asma Benmessaoud Gabis:
Mesh Router Nodes Placement for Wireless Mesh Networks Based on an Enhanced Moth-Flame Optimization Algorithm. Mob. Networks Appl. 28(2): 518-541 (2023) - [j238]Mohd Herwan Sulaiman, Zuriani Mustaffa, Mohd Mawardi Saari, Hamdan Daniyal, Seyedali Mirjalili:
Evolutionary mating algorithm. Neural Comput. Appl. 35(1): 487-516 (2023) - [j237]Khalid M. Hosny, Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili:
Multilevel thresholding satellite image segmentation using chaotic coronavirus optimization algorithm with hybrid fitness function. Neural Comput. Appl. 35(1): 855-886 (2023) - [j236]Payel Pramanik, Souradeep Mukhopadhyay, Seyedali Mirjalili, Ram Sarkar:
Deep feature selection using local search embedded social ski-driver optimization algorithm for breast cancer detection in mammograms. Neural Comput. Appl. 35(7): 5479-5499 (2023) - [j235]Salma Yacoubi, Ghaith Manita, Hamida Amdouni, Seyedali Mirjalili, Ouajdi Korbaa:
A modified multi-objective slime mould algorithm with orthogonal learning for numerical association rules mining. Neural Comput. Appl. 35(8): 6125-6151 (2023) - [j234]Mohammad Hashem Ryalat, Osama M. Dorgham, Sara Tedmori, Zainab Al-Rahamneh, Nijad Al-Najdawi, Seyedali Mirjalili:
Harris hawks optimization for COVID-19 diagnosis based on multi-threshold image segmentation. Neural Comput. Appl. 35(9): 6855-6873 (2023) - [j233]Halil Yigit, Satilmis Ürgün, Seyedali Mirjalili:
Comparison of recent metaheuristic optimization algorithms to solve the SHE optimization problem in MLI. Neural Comput. Appl. 35(10): 7369-7388 (2023) - [j232]Tareq M. Shami, Seyedali Mirjalili, Yasser F. Al-Eryani, Khadija Daoudi, Saadat Izadi, Laith Abualigah:
Velocity pausing particle swarm optimization: a novel variant for global optimization. Neural Comput. Appl. 35(12): 9193-9223 (2023) - [j231]Jaza Mahmood Abdullah, Tarik A. Rashid, Bestan B. Maaroof, Seyedali Mirjalili:
Multi-objective fitness-dependent optimizer algorithm. Neural Comput. Appl. 35(16): 11969-11987 (2023) - [j230]Nima Khodadadi, Laith Abualigah, Qasem Al-Tashi, Seyedali Mirjalili:
Multi-objective chaos game optimization. Neural Comput. Appl. 35(20): 14973-15004 (2023) - [j229]Ali Mohammadi, Farid Sheikholeslam, Mehdi Emami, Seyedali Mirjalili:
Designing INS/GNSS integrated navigation systems by using IPO algorithms. Neural Comput. Appl. 35(21): 15461-15475 (2023) - [j228]Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili, Khalid M. Hosny:
MOCOVIDOA: a novel multi-objective coronavirus disease optimization algorithm for solving multi-objective optimization problems. Neural Comput. Appl. 35(23): 17319-17347 (2023) - [j227]Davut Izci, Serdar Ekinci, Seyedali Mirjalili, Laith Abualigah:
An intelligent tuning scheme with a master/slave approach for efficient control of the automatic voltage regulator. Neural Comput. Appl. 35(26): 19099-19115 (2023) - [j226]Zahra-Sadat Asaei-Moamam, Faramarz Safi Esfahani, Seyedali Mirjalili, Reza Mohammadpour, Mohammad-Hossein Nadimi-Shahraki:
DAerosol-NTM: applying deep learning and neural Turing machine in aerosol prediction. Neural Comput. Appl. 35(34): 24123-24159 (2023) - [j225]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:
SwarmDeepSurv: swarm intelligence advances deep survival network for prognostic radiomics signatures in four solid cancers. Patterns 4(8): 100777 (2023) - [j224]Abolfazl Rahimnejad, Ebrahim Akbari, Seyedali Mirjalili, Stephen Andrew Gadsden, Pavel Trojovský, Eva Trojovská:
An improved hybrid whale optimization algorithm for global optimization and engineering design problems. PeerJ Comput. Sci. 9: e1557 (2023) - [j223]Payam Gouran, Mohammad H. Nadimi-Shahraki, Amir Masoud Rahmani, Seyedali Mirjalili:
An Effective Imputation Method Using Data Enrichment for Missing Data of Loop Detectors in Intelligent Traffic Control Systems. Remote. Sens. 15(13): 3374 (2023) - [j222]Ali El Romeh, Seyedali Mirjalili:
Multi-Robot Exploration of Unknown Space Using Combined Meta-Heuristic Salp Swarm Algorithm and Deterministic Coordinated Multi-Robot Exploration. Sensors 23(4): 2156 (2023) - [j221]Farshad Rezaei, Hamid Reza Safavi, Mohamed Abd Elaziz, Seyedali Mirjalili:
GMO: geometric mean optimizer for solving engineering problems. Soft Comput. 27(15): 10571-10606 (2023) - [j220]Priti Bansal, Seyedali Mirjalili, Shiping Wen:
Special issue on soft computing for high-dimensional data analytics and optimization. Soft Comput. 27(18): 13517-13518 (2023) - [c16]Syed Kumayl Raza Moosavi, Muhammad Hamza Zafar, Seyedali Mirjalili, Filippo Sanfilippo:
Improved Barnacles Movement Optimizer (IBMO) Algorithm for Engineering Design Problems. ICAISC (1) 2023: 427-438 - [c15]Selma Yahia, Yassine Meraihi, Sylia Mekhmoukh Taleb, Seyedali Mirjalili, Amar Ramdane-Cherif, Tu Dac Ho, Hossien B. Eldeeb, Sami Muhaidat:
An Enhanced Aquila-Based Resource Allocation for Efficient Indoor IoT Visible Light Communication. PIMRC 2023: 1-7 - [i17]Dler O. Hasan, Aso M. Aladdin, Hardi Sabah Talabani, Tarik Ahmed Rashid, Seyedali Mirjalili:
The Fifteen Puzzle- A New Approach through Hybridizing Three Heuristics Methods. CoRR abs/2302.02985 (2023) - [i16]Jaza Mahmood Abdullah, Tarik A. Rashid, Bestan B. Maaroof, Seyedali Mirjalili:
Multi objective Fitness Dependent Optimizer Algorithm. CoRR abs/2302.05519 (2023) - [i15]Mohammad Khishe, Mokhtar Mohammadi, Tarik A. Rashid, Hoger Mahmud, Seyedali Mirjalili:
Evolving Deep Neural Network by Customized Moth Flame Optimization Algorithm for Underwater Targets Recognition. CoRR abs/2303.00922 (2023) - [i14]Hossein Shahbeik, Alireza Shafizadeh, Mohammad Hossein Nadian, Dorsa Jeddi, Seyedali Mirjalili, Yadong Yang, Su Shiung Lam, Junting Pan, Meisam Tabatabaei, Mortaza Aghbashlo:
Using evolutionary machine learning to characterize and optimize co-pyrolysis of biomass feedstocks and polymeric wastes. CoRR abs/2305.16350 (2023) - [i13]Mehdi Neshat, Muktar Ahmed, Hossein Askari, Menasha Thilakaratne, Seyedali Mirjalili:
Hybrid Inception Architecture with Residual Connection: Fine-tuned Inception-ResNet Deep Learning Model for Lung Inflammation Diagnosis from Chest Radiographs. CoRR abs/2310.02591 (2023) - 2022
- [j219]Tareq M. Shami, Ayman A. El-Saleh, Mohammed Alswaitti, Qasem Al-Tashi, Mhd Amen Summakieh, Seyedali Mirjalili:
Particle Swarm Optimization: A Comprehensive Survey. IEEE Access 10: 10031-10061 (2022) - [j218]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:
EEG Channel Selection for Person Identification Using Binary Grey Wolf Optimizer. IEEE Access 10: 10500-10513 (2022) - [j217]Hussein Mohammed Ridha, Hashim Hizam, Seyedali Mirjalili, Mohammad Lutfi Othman, Mohammad Effendy Ya'acob, Laith Mohammad Abualigah:
A Novel Theoretical and Practical Methodology for Extracting the Parameters of the Single and Double Diode Photovoltaic Models. IEEE Access 10: 11110-11137 (2022) - [j216]Nima Khodadadi, Václav Snásel, Seyedali Mirjalili:
Dynamic Arithmetic Optimization Algorithm for Truss Optimization Under Natural Frequency Constraints. IEEE Access 10: 16188-16208 (2022) - [j215]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:
Novel Meta-Heuristic Algorithm for Feature Selection, Unconstrained Functions and Engineering Problems. IEEE Access 10: 40536-40555 (2022) - [j214]Sylia Mekhmoukh Taleb, Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Atef Zaguia, Amar Ramdane-Cherif:
Solving the Mesh Router Nodes Placement in Wireless Mesh Networks Using Coyote Optimization Algorithm. IEEE Access 10: 52744-52759 (2022) - [j213]Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Seyedali Mirjalili, Nadhir Ben Halima, Mostafa A. Elhosseini:
Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance Algorithms for Real-World Constrained Optimization Benchmark. IEEE Access 10: 95658-95700 (2022) - [j212]Nima Khodadadi, Laith Abualigah, El-Sayed M. El-Kenawy, Václav Snásel, Seyedali Mirjalili:
An Archive-Based Multi-Objective Arithmetic Optimization Algorithm for Solving Industrial Engineering Problems. IEEE Access 10: 106673-106698 (2022) - [j211]AmirPouya Hemmasian, Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani:
VecMetaPy: A vectorized framework for metaheuristic optimization in Python. Adv. Eng. Softw. 166: 103092 (2022) - [j210]Thanh Sang-To, Hoang-Le Minh, Seyedali Mirjalili, Magd Abdel Wahab, Thanh Cuong-Le:
A new movement strategy of grey wolf optimizer for optimization problems and structural damage identification. Adv. Eng. Softw. 173: 103276 (2022) - [j209]Benyamin Abdollahzadeh, Farhad Soleimanian Gharehchopogh, Nima Khodadadi, Seyedali Mirjalili:
Mountain Gazelle Optimizer: A new Nature-inspired Metaheuristic Algorithm for Global Optimization Problems. Adv. Eng. Softw. 174: 103282 (2022) - [j208]Nour Eldeen Mahmoud Khalifa, Mohamed Loey, Seyedali Mirjalili:
A comprehensive survey of recent trends in deep learning for digital images augmentation. Artif. Intell. Rev. 55(3): 2351-2377 (2022) - [j207]Manoj Kumar, Jyoti Aggarwal, Anuj Rani, Thompson Stephan, Achyut Shankar, Seyedali Mirjalili:
Secure video communication using firefly optimization and visual cryptography. Artif. Intell. Rev. 55(4): 2997-3017 (2022) - [j206]Nima Khodadadi, Seyedali Mirjalili:
Truss optimization with natural frequency constraints using generalized normal distribution optimization. Appl. Intell. 52(9): 10384-10397 (2022) - [j205]Nizar Rokbani, Seyedali Mirjalili, Mohamed Slim, Adel M. Alimi:
A beta salp swarm algorithm meta-heuristic for inverse kinematics and optimization. Appl. Intell. 52(9): 10493-10518 (2022) - [j204]Laith Abualigah, Mohamed Abd Elaziz, Putra Sumari, Ahmad M. Khasawneh, Mohammad Alshinwan, Seyedali Mirjalili, Mohammad Shehab, Hayfa Y. Abuaddous, Amir H. Gandomi:
Black hole algorithm: A comprehensive survey. Appl. Intell. 52(10): 11892-11915 (2022) - [j203]Tripti Goel, R. Murugan, Seyedali Mirjalili, Deba Kumar Chakrabartty:
Multi-COVID-Net: Multi-objective optimized network for COVID-19 diagnosis from chest X-ray images. Appl. Soft Comput. 115: 108250 (2022) - [j202]Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani:
MAB-OS: Multi-Armed Bandits Metaheuristic Optimizer Selection. Appl. Soft Comput. 128: 109452 (2022) - [j201]Esraa Alhenawi, Rizik M. H. Al-Sayyed, Amjad Hudaib, Seyedali Mirjalili:
Feature selection methods on gene expression microarray data for cancer classification: A systematic review. Comput. Biol. Medicine 140: 105051 (2022) - [j200]Mohamed Loey, Shaker H. Ali El-Sappagh, Seyedali Mirjalili:
Bayesian-based optimized deep learning model to detect COVID-19 patients using chest X-ray image data. Comput. Biol. Medicine 142: 105213 (2022) - [j199]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:
HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis. Comput. Biol. Medicine 147: 105671 (2022) - [j198]Mohammad H. Nadimi-Shahraki, Hoda Zamani, Seyedali Mirjalili:
Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study. Comput. Biol. Medicine 148: 105858 (2022) - [j197]Olaide Nathaniel Oyelade, Absalom E. Ezugwu, Hein S. Venter, Seyedali Mirjalili, Amir H. Gandomi:
Abnormality classification and localization using dual-branch whole-region-based CNN model with histopathological images. Comput. Biol. Medicine 149: 105943 (2022) - [j196]Khalid M. Hosny, Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili:
Multilevel segmentation of 2D and volumetric medical images using hybrid Coronavirus Optimization Algorithm. Comput. Biol. Medicine 150: 106003 (2022) - [j195]Sushmita Sharma, Apu Kumar Saha, Susmita Roy, Seyedali Mirjalili, Sukanta Nama:
A mixed sine cosine butterfly optimization algorithm for global optimization and its application. Clust. Comput. 25(6): 4573-4600 (2022) - [j194]Murugan Ramachandran, Seyedali Mirjalili, Morteza Nazari-Heris, Deiva Sundari Parvathysankar, Sundaram Arunachalam, Christober Asir Rajan Charles Gnanakkan:
A hybrid Grasshopper Optimization Algorithm and Harris Hawks Optimizer for Combined Heat and Power Economic Dispatch problem. Eng. Appl. Artif. Intell. 111: 104753 (2022) - [j193]Liying Wang, Qingjiao Cao, Zhenxing Zhang, Seyedali Mirjalili, Weiguo Zhao:
Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems. Eng. Appl. Artif. Intell. 114: 105082 (2022) - [j192]Murugan Ramachandran, Seyedali Mirjalili, Mohan Malli Ramalingam, Christober Asir Rajan Charles Gnanakkan, Deiva Sundari Parvathysankar, Sundaram Arunachalam:
A ranking-based fuzzy adaptive hybrid crow search algorithm for combined heat and power economic dispatch. Expert Syst. Appl. 197: 116625 (2022) - [j191]Rajamani Devaraj, Siva Kumar Mahalingam, Balasubramanian Esakki, Antonello Astarita, Seyedali Mirjalili:
A hybrid GA-ANFIS and F-Race tuned harmony search algorithm for Multi-Response optimization of Non-Traditional Machining process. Expert Syst. Appl. 199: 116965 (2022) - [j190]Shameem Ahmed, Khalid Hassan Sheikh, Seyedali Mirjalili, Ram Sarkar:
Binary Simulated Normal Distribution Optimizer for feature selection: Theory and application in COVID-19 datasets. Expert Syst. Appl. 200: 116834 (2022) - [j189]Ali Mohammadi, Farid Sheikholeslam, Seyedali Mirjalili:
Inclined planes system optimization: Theory, literature review, and state-of-the-art versions for IIR system identification. Expert Syst. Appl. 200: 117127 (2022) - [j188]Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani:
Online metaheuristic algorithm selection. Expert Syst. Appl. 201: 117058 (2022) - [j187]Ali Safaa Sadiq, Amin Abdollahi Dehkordi, Seyedali Mirjalili, Quoc-Viet Pham:
Nonlinear marine predator algorithm: A cost-effective optimizer for fair power allocation in NOMA-VLC-B5G networks. Expert Syst. Appl. 203: 117395 (2022) - [j186]Zeng Meng, Ali Riza Yildiz, Seyedali Mirjalili:
Efficient decoupling-assisted evolutionary/metaheuristic framework for expensive reliability-based design optimization problems. Expert Syst. Appl. 205: 117640 (2022) - [j185]Pradeep Bedi, Sanjoy Das, S. B. Goyal, Piyush Kumar Shukla, Seyedali Mirjalili, Manoj Kumar:
A novel routing protocol based on grey wolf optimization and Q learning for wireless body area network. Expert Syst. Appl. 210: 118477 (2022) - [j184]Thanh Cuong-Le, Trong Nghia-Nguyen, Samir Khatir, Phuoc Trong-Nguyen, Seyedali Mirjalili, Khuong D. Nguyen:
An efficient approach for damage identification based on improved machine learning using PSO-SVM. Eng. Comput. 38(4): 3069-3084 (2022) - [j183]Soumitri Chattopadhyay, Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar:
Pneumonia detection from lung X-ray images using local search aided sine cosine algorithm based deep feature selection method. Int. J. Intell. Syst. 37(7): 3777-3814 (2022) - [j182]Narinder Singh, Essam H. Houssein, Seyedali Mirjalili, Yankai Cao, Ganeshsree Selvachandran:
An efficient improved African vultures optimization algorithm with dimension learning hunting for traveling salesman and large-scale optimization applications. Int. J. Intell. Syst. 37(12): 12367-12421 (2022) - [j181]Betül Sultan Yildiz, Pranav Mehta, Natee Panagant, Seyedali Mirjalili, Ali Riza Yildiz:
A novel chaotic Runge Kutta optimization algorithm for solving constrained engineering problems. J. Comput. Des. Eng. 9(6): 2452-2465 (2022) - [j180]Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Hoda Zamani, Ardeshir Bahreininejad:
GGWO: Gaze cues learning-based grey wolf optimizer and its applications for solving engineering problems. J. Comput. Sci. 61: 101636 (2022) - [j179]Rajalaxmi Ramasamy Rajammal, Seyedali Mirjalili, Gothai Ekambaram, Natesan Palanisamy:
Binary Grey Wolf Optimizer with Mutation and Adaptive K-nearest Neighbour for Feature Selection in Parkinson's Disease Diagnosis. Knowl. Based Syst. 246: 108701 (2022) - [j178]Danial Bahmanyar, Navid Razmjooy, Seyedali Mirjalili:
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. 247: 108762 (2022) - [j177]Asmaa M. Khalid, Hanaa M. Hamza, Seyedali Mirjalili, Khalid M. Hosny:
BCOVIDOA: A Novel Binary Coronavirus Disease Optimization Algorithm for Feature Selection. Knowl. Based Syst. 248: 108789 (2022) - [j176]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:
Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results. Neural Comput. Appl. 34(6): 4081-4110 (2022) - [j175]Sylia Mekhmoukh Taleb, Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Amar Ramdane-Cherif:
Nodes placement in wireless mesh networks using optimization approaches: a survey. Neural Comput. Appl. 34(7): 5283-5319 (2022) - [j174]Chnoor M. Rahman, Tarik A. Rashid, Aram Mahmood Ahmed, Seyedali Mirjalili:
Multi-objective learner performance-based behavior algorithm with five multi-objective real-world engineering problems. Neural Comput. Appl. 34(8): 6307-6329 (2022) - [j173]Kazem Meidani, AmirPouya Hemmasian, Seyedali Mirjalili, Amir Barati Farimani:
Adaptive grey wolf optimizer. Neural Comput. Appl. 34(10): 7711-7731 (2022) - [j172]Hussein Mohammed Ridha, Hashim Hizam, Seyedali Mirjalili, Mohammad Lutfi Othman, Mohammad Effendy Ya'acob:
Zero root-mean-square error for single- and double-diode photovoltaic models parameter determination. Neural Comput. Appl. 34(14): 11603-11624 (2022) - [j171]Nima Khodadadi, Laith Abualigah, Seyedali Mirjalili:
Multi-objective Stochastic Paint Optimizer (MOSPO). Neural Comput. Appl. 34(20): 18035-18058 (2022) - [j170]Ranya Al-Wajih, Said Jadid Abdulkadir, Hitham Alhussian, Norshakirah Aziz, Qasem Al-Tashi, Seyedali Mirjalili, Alawi Alqushaibi:
Hybrid binary whale with harris hawks for feature selection. Neural Comput. Appl. 34(21): 19377-19395 (2022) - [j169]Sharif Naser Makhadmeh, Osama Ahmad Alomari, Seyedali Mirjalili, Mohammed Azmi Al-Betar, Ashraf Elnagar:
Recent advances in multi-objective grey wolf optimizer, its versions and applications. Neural Comput. Appl. 34(22): 19723-19749 (2022) - [j168]Absalom E. Ezugwu, Jeffrey O. Agushaka, Laith Abualigah, Seyedali Mirjalili, Amir H. Gandomi:
Prairie Dog Optimization Algorithm. Neural Comput. Appl. 34(22): 20017-20065 (2022) - [j167]Nima Khodadadi, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili:
MOAVOA: a new multi-objective artificial vultures optimization algorithm. Neural Comput. Appl. 34(23): 20791-20829 (2022) - [j166]Zeng Meng, Hao Li, Runqian Zeng, Seyedali Mirjalili, Ali Riza Yildiz:
An efficient two-stage water cycle algorithm for complex reliability-based design optimization problems. Neural Comput. Appl. 34(23): 20993-21013 (2022) - [j165]Asmaa M. Khalid, Khalid M. Hosny, Seyedali Mirjalili:
COVIDOA: a novel evolutionary optimization algorithm based on coronavirus disease replication lifecycle. Neural Comput. Appl. 34(24): 22465-22492 (2022) - [j164]Bilal Ur Rehman, Mohammad Inayatullah Babar, Arbab Waheed Ahmad, Muhammad Amir, Waleed Shahjehan, Ali Safaa Sadiq, Seyedali Mirjalili, Amin Abdollahi Dehkordi:
Joint user grouping and power control using whale optimization algorithm for NOMA uplink systems. PeerJ Comput. Sci. 8: e882 (2022) - [j163]Niraj Kumar Shukla, Rajeev Srivastava, Seyedali Mirjalili:
A Hybrid Dragonfly Algorithm for Efficiency Optimization of Induction Motors. Sensors 22(7): 2594 (2022) - [j162]Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Amar Ramdane-Cherif, Fawaz E. Alsaadi:
Machine Learning-Based Research for COVID-19 Detection, Diagnosis, and Prediction: A Survey. SN Comput. Sci. 3(4): 286 (2022) - [j161]Saroj Kumar Sahoo, Apu Kumar Saha, Sushmita Sharma, Seyedali Mirjalili, Sanjoy Chakraborty:
An enhanced moth flame optimization with mutualism scheme for function optimization. Soft Comput. 26(6): 2855-2882 (2022) - [j160]Ali Hussain Khan, Shameem Ahmed, Suman Kumar Bera, Seyedali Mirjalili, Diego Oliva, Ram Sarkar:
Enhancing the contrast of the grey-scale image based on meta-heuristic optimization algorithm. Soft Comput. 26(13): 6293-6315 (2022) - [j159]Yichao He, Fazhan Zhang, Seyedali Mirjalili, Tong Zhang:
Novel binary differential evolution algorithm based on Taper-shaped transfer functions for binary optimization problems. Swarm Evol. Comput. 69: 101022 (2022) - [c14]Sylia Mekhmoukh Taleb, Yassine Meraihi, Seyedali Mirjalili, Dalila Acheli, Amar Ramdane-Cherif, Asma Benmessaoud Gabis:
Enhanced Honey Badger Algorithm for mesh routers placement problem in wireless mesh networks. ICAASE 2022: 1-6 - [c13]Jingwei Too, Ali Safaa Sadiq, Hesam Akbari, Guo Ren Mong, Seyedali Mirjalili:
Hybrid Generalized Normal Distribution Optimization with Sine Cosine Algorithm for Global Optimization. ICHSA 2022: 35-42 - [c12]Seyedeh Zahra Mirjalili, Shelda Sajeev, Ratna Saha, Nima Khodadadi, Seyed Mohammad Mirjalili, Seyedali Mirjalili:
Evolutionary Population Dynamic Mechanisms for the Harmony Search Algorithm. ICHSA 2022: 185-194 - [c11]Nima Khodadadi, Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, Seyedali Mirjalili:
Chaotic Stochastic Paint Optimizer (CSPO). ICHSA 2022: 195-205 - [c10]Nima Khodadadi, Farhad Soleimanian Gharehchopogh, Benyamin Abdollahzadeh, Seyedali Mirjalili:
AMHS: Archive-Based Multi-objective Harmony Search Algorithm. ICHSA 2022: 259-269 - [c9]Sylia Mekhmoukh Taleb, Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili:
A Hybrid Firefly Algorithm and Particle Swarm Optimization Algorithm for Mesh Routers Placement Problem in Wireless Mesh Networks. ICHSA 2022: 301-310 - [i12]Chnoor M. Rahman, Tarik A. Rashid, Aram Mahmood Ahmed, Seyedali Mirjalili:
Multi-objective learner performance-based behavior algorithm with five multi-objective real-world engineering problems. CoRR abs/2201.12135 (2022) - [i11]Bestan B. Maaroof, Tarik A. Rashid, Jaza Mahmood Abdullah, Bryar Ahmad Hassan, Abeer Alsadoon, Mokhtar Mohammadi, Mohammad Khishe, Seyedali Mirjalili:
Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review. CoRR abs/2202.03477 (2022) - [i10]Amin Abdollahi Dehkordi, Mina Hashemi, Mehdi Neshat, Seyedali Mirjalili, Ali Safaa Sadiq:
Brain Tumor Detection and Classification Using a New Evolutionary Convolutional Neural Network. CoRR abs/2204.12297 (2022) - [i9]Rebin M. Ahmed, Tarik A. Rashid, Polla Fattah, Abeer Alsadoon, Nebojsa Bacanin, Seyedali Mirjalili, S. Vimal, Amit Chhabra:
Kurdish Handwritten Character Recognition using Deep Learning Techniques. CoRR abs/2210.13734 (2022) - 2021
- [j158]Jingwei Too, Seyedali Mirjalili:
General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification. Appl. Artif. Intell. 35(3): 247-263 (2021) - [j157]Anam Yousaf, Muhammad Umer, Saima Sadiq, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi:
Emotion Recognition by Textual Tweets Classification Using Voting Classifier (LR-SGD). IEEE Access 9: 6286-6295 (2021) - [j156]El-Sayed M. El-Kenawy, Seyedali Mirjalili, Abdelhameed Ibrahim, Mohammed F. Alrahmawy, Mohammed El-Said, Rokaia M. Zaki, Marwa Metwally Eid:
Advanced Meta-Heuristics, Convolutional Neural Networks, and Feature Selectors for Efficient COVID-19 X-Ray Chest Image Classification. IEEE Access 9: 36019-36037 (2021) - [j155]Abid Ishaq, Saima Sadiq, Muhammad Umer, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi:
Improving the Prediction of Heart Failure Patients' Survival Using SMOTE and Effective Data Mining Techniques. IEEE Access 9: 39707-39716 (2021) - [j154]Shahriar Shakir Sumit, Dayang Rohaya Awang Rambli, Seyedali Mirjalili:
Vision-Based Human Detection Techniques: A Descriptive Review. IEEE Access 9: 42724-42761 (2021) - [j153]Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili, Ripon K. Chakrabortty, Michael J. Ryan:
An Efficient Marine Predators Algorithm for Solving Multi-Objective Optimization Problems: Analysis and Validations. IEEE Access 9: 42817-42844 (2021) - [j152]Yassine Meraihi, Asma Benmessaoud Gabis, Seyedali Mirjalili, Amar Ramdane-Cherif:
Grasshopper Optimization Algorithm: Theory, Variants, and Applications. IEEE Access 9: 50001-50024 (2021) - [j151]Premkumar Manoharan, Pradeep Jangir, B. Santhosh Kumar, Ravichandran Sowmya, Hassan Haes Alhelou, Laith Mohammad Abualigah, Ali Riza Yildiz, Seyedali Mirjalili:
A New Arithmetic Optimization Algorithm for Solving Real-World Multiobjective CEC-2021 Constrained Optimization Problems: Diversity Analysis and Validations. IEEE Access 9: 84263-84295 (2021) - [j150]El-Sayed M. El-Kenawy, Seyedali Mirjalili, Sherif S. M. Ghoneim, Marwa Metwally Eid, Mohammed El-Said, Zeeshan Shafi Khan, Abdelhameed Ibrahim:
Advanced Ensemble Model for Solar Radiation Forecasting Using Sine Cosine Algorithm and Newton's Laws. IEEE Access 9: 115750-115765 (2021) - [j149]Abdelhameed Ibrahim, Seyedali Mirjalili, Mohammed El-Said, Sherif S. M. Ghoneim, Mosleh M. Al-Harthi, Tarek Fawzi Ibrahim, El-Sayed M. El-Kenawy:
Wind Speed Ensemble Forecasting Based on Deep Learning Using Adaptive Dynamic Optimization Algorithm. IEEE Access 9: 125787-125804 (2021) - [j148]Huma Hanif, Aamer Hanif, Ali Ahsan, Ali Safaa Sadiq, Seyedali Mirjalili, Basem Y. Alkazemi:
Identifying Critical Dimensions for Project Success in R&D Environment Using Delphi Study and Validation Techniques. IEEE Access 9: 133594-133610 (2021) - [j147]Mohamed Abd El Aziz, Dalia Yousri, Seyedali Mirjalili:
A hybrid Harris hawks-moth-flame optimization algorithm including fractional-order chaos maps and evolutionary population dynamics. Adv. Eng. Softw. 154: 102973 (2021) - [j146]Asma Benmessaoud Gabis, Yassine Meraihi, Seyedali Mirjalili, Amar Ramdane-Cherif:
A comprehensive survey of sine cosine algorithm: variants and applications. Artif. Intell. Rev. 54(7): 5469-5540 (2021) - [j145]Mohammad H. Nadimi-Shahraki, Ebrahim Moeini, Shokooh Taghian, Seyedali Mirjalili:
DMFO-CD: A Discrete Moth-Flame Optimization Algorithm for Community Detection. Algorithms 14(11): 314 (2021) - [j144]Tripti Goel, R. Murugan, Seyedali Mirjalili, Deba Kumar Chakrabartty:
OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19. Appl. Intell. 51(3): 1351-1366 (2021) - [j143]Shibaprasad Sen, Soumyajit Saha, Somnath Chatterjee, Seyedali Mirjalili, Ram Sarkar:
A bi-stage feature selection approach for COVID-19 prediction using chest CT images. Appl. Intell. 51(12): 8985-9000 (2021) - [j142]Amin Abdollahi Dehkordi, Ali Safaa Sadiq, Seyedali Mirjalili, Kayhan Zrar Ghafoor:
Nonlinear-based Chaotic Harris Hawks Optimizer: Algorithm and Internet of Vehicles application. Appl. Soft Comput. 109: 107574 (2021) - [j141]Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili:
A Binary Equilibrium Optimization Algorithm for 0-1 Knapsack Problems. Comput. Ind. Eng. 151: 106946 (2021) - [j140]Mohamed Abdel-Basset, Reda Mohamed, Ripon Kumar Chakrabortty, Michael J. Ryan, Seyedali Mirjalili:
New binary marine predators optimization algorithms for 0-1 knapsack problems. Comput. Ind. Eng. 151: 106949 (2021) - [j139]Mohamed Abdel-Basset, Reda Mohamed, Ripon Kumar Chakrabortty, Michael J. Ryan, Seyedali Mirjalili:
An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection. Comput. Ind. Eng. 153: 107078 (2021) - [j138]Sanjoy Chakraborty, Apu Kumar Saha, Sushmita Sharma, Seyedali Mirjalili, Ratul Chakraborty:
A novel enhanced whale optimization algorithm for global optimization. Comput. Ind. Eng. 153: 107086 (2021) - [j137]Hojat Karami, Mahdi Valikhan Anaraki, Saeed Farzin, Seyedali Mirjalili:
Flow Direction Algorithm (FDA): A Novel Optimization Approach for Solving Optimization Problems. Comput. Ind. Eng. 156: 107224 (2021) - [j136]Benyamin Abdollahzadeh, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili:
African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems. Comput. Ind. Eng. 158: 107408 (2021) - [j135]Subhrajit Dey, Rajdeep Bhattacharya, Samir Malakar, Seyedali Mirjalili, Ram Sarkar:
Choquet fuzzy integral-based classifier ensemble technique for COVID-19 detection. Comput. Biol. Medicine 135: 104585 (2021) - [j134]Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar:
COVID-19 detection from lung CT-Scans using a fuzzy integral-based CNN ensemble. Comput. Biol. Medicine 138: 104895 (2021) - [j133]Mohamed Loey, Seyedali Mirjalili:
COVID-19 cough sound symptoms classification from scalogram image representation using deep learning models. Comput. Biol. Medicine 139: 105020 (2021) - [j132]Mohammad H. Nadimi-Shahraki, Mahdis Banaie-Dezfouli, Hoda Zamani, Shokooh Taghian, Seyedali Mirjalili:
B-MFO: A Binary Moth-Flame Optimization for Feature Selection from Medical Datasets. Comput. 10(11): 136 (2021) - [j131]Dalia Yousri, Seyedali Mirjalili, J. A. Tenreiro Machado, Thanikanti Sudhakar Babu, Osama Elbaksawi, Ahmed Fathy:
Efficient fractional-order modified Harris hawks optimizer for proton exchange membrane fuel cell modeling. Eng. Appl. Artif. Intell. 100: 104193 (2021) - [j130]Mohammad H. Nadimi-Shahraki, Ali Fatahi, Hoda Zamani, Seyedali Mirjalili, Laith Mohammad Abualigah:
An Improved Moth-Flame Optimization Algorithm with Adaptation Mechanism to Solve Numerical and Mechanical Engineering Problems. Entropy 23(12): 1637 (2021) - [j129]Mohammad Tubishat, Salinah Ja'afar, Mohammed Alswaitti, Seyedali Mirjalili, Norisma Idris, Maizatul Akmar Ismail, Mardian Shah Omar:
Dynamic Salp swarm algorithm for feature selection. Expert Syst. Appl. 164: 113873 (2021) - [j128]Mohammad-Hossein Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili:
An improved grey wolf optimizer for solving engineering problems. Expert Syst. Appl. 166: 113917 (2021) - [j127]Sarah Shukri, Rizik M. H. Al-Sayyed, Amjad Hudaib, Seyedali Mirjalili:
Enhanced multi-verse optimizer for task scheduling in cloud computing environments. Expert Syst. Appl. 168: 114230 (2021) - [j126]Shail Kumar Dinkar, Kusum Deep, Seyedali Mirjalili, Shivankur Thapliyal:
Opposition-based Laplacian Equilibrium Optimizer with application in Image Segmentation using Multilevel Thresholding. Expert Syst. Appl. 174: 114766 (2021) - [j125]Hadrien Bride, Cheng-Hao Cai, Jie Dong, Jin Song Dong, Zhé Hóu, Seyedali Mirjalili, Jing Sun:
Silas: A high-performance machine learning foundation for logical reasoning and verification. Expert Syst. Appl. 176: 114806 (2021) - [j124]Saima Sadiq, Muhammad Umer, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi:
Discrepancy detection between actual user reviews and numeric ratings of Google App store using deep learning. Expert Syst. Appl. 181: 115111 (2021) - [j123]Moses Olabhele Esangbedo, Sijun Bai, Seyedali Mirjalili, Zonghan Wang:
Evaluation of human resource information systems using grey ordinal pairwise comparison MCDM methods. Expert Syst. Appl. 182: 115151 (2021) - [j122]Shubham Gupta, Hammoudi Abderazek, Betül Sultan Yildiz, Ali Riza Yildiz, Seyedali Mirjalili, Sadiq M. Sait:
Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems. Expert Syst. Appl. 183: 115351 (2021) - [j121]Thanh Cuong-Le, Hoang-Le Minh, Samir Khatir, Magd Abdel Wahab, Minh Thi Tran, Seyedali Mirjalili:
A novel version of Cuckoo search algorithm for solving optimization problems. Expert Syst. Appl. 186: 115669 (2021) - [j120]Anuradha Banerjee, Abu Sufian, Ali Safaa Sadiq, Seyedali Mirjalili:
Minimum energy transmission forest-based geocast in software-defined wireless sensor networks. Trans. Emerg. Telecommun. Technol. 32(9) (2021) - [j119]Benyamin Abdollahzadeh, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili:
Artificial gorilla troops optimizer: A new nature-inspired metaheuristic algorithm for global optimization problems. Int. J. Intell. Syst. 36(10): 5887-5958 (2021) - [j118]M. Premkumar, Pradeep Jangir, Ravichandran Sowmya, Hassan Haes Alhelou, Seyedali Mirjalili, B. Santhosh Kumar:
Multi-objective equilibrium optimizer: framework and development for solving multi-objective optimization problems. J. Comput. Des. Eng. 9(1): 24-50 (2021) - [j117]Quoc-Viet Pham, Dinh C. Nguyen, Seyedali Mirjalili, Dinh Thai Hoang, Diep N. Nguyen, Pubudu N. Pathirana, Won-Joo Hwang:
Swarm intelligence for next-generation networks: Recent advances and applications. J. Netw. Comput. Appl. 191: 103141 (2021) - [j116]Brahim Benaissa, Nourredine Aït Hocine, Samir Khatir, Mohamed Kamel Riahi, Seyedali Mirjalili:
YUKI Algorithm and POD-RBF for Elastostatic and dynamic crack identification. J. Comput. Sci. 55: 101451 (2021) - [j115]Jingwei Too, Seyedali Mirjalili:
A Hyper Learning Binary Dragonfly Algorithm for Feature Selection: A COVID-19 Case Study. Knowl. Based Syst. 212: 106553 (2021) - [j114]Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili:
A novel Whale Optimization Algorithm integrated with Nelder-Mead simplex for multi-objective optimization problems. Knowl. Based Syst. 212: 106619 (2021) - [j113]Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili, Ripon Kumar Chakrabortty, Michael J. Ryan:
MOEO-EED: A multi-objective equilibrium optimizer with exploration-exploitation dominance strategy. Knowl. Based Syst. 214: 106717 (2021) - [j112]Shameem Ahmed, Kushal Kanti Ghosh, Seyedali Mirjalili, Ram Sarkar:
AIEOU: Automata-based improved equilibrium optimizer with U-shaped transfer function for feature selection. Knowl. Based Syst. 228: 107283 (2021) - [j111]Yiying Zhang, Aining Chi, Seyedali Mirjalili:
Enhanced Jaya algorithm: A simple but efficient optimization method for constrained engineering design problems. Knowl. Based Syst. 233: 107555 (2021) - [j110]Jingwei Too, Majdi M. Mafarja, Seyedali Mirjalili:
Spatial bound whale optimization algorithm: an efficient high-dimensional feature selection approach. Neural Comput. Appl. 33(23): 16229-16250 (2021) - [j109]Neda Azizi, Heliyeh Malekzadeh, Peyman Akhavan, Omid Haass, Shahrzad Saremi, Seyedali Mirjalili:
IoT-Blockchain: Harnessing the Power of Internet of Thing and Blockchain for Smart Supply Chain. Sensors 21(18): 6048 (2021) - [j108]Hamouda Chantar, Mohammad Tubishat, Mansour Essgaer, Seyedali Mirjalili:
Hybrid Binary Dragonfly Algorithm with Simulated Annealing for Feature Selection. SN Comput. Sci. 2(4): 295 (2021) - [j107]Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Ahmed A. Ewees, Laith Mohammad Abualigah, Mohamed Abd Elaziz:
MTV-MFO: Multi-Trial Vector-Based Moth-Flame Optimization Algorithm. Symmetry 13(12): 2388 (2021) - [i8]Bryar Ahmad Hassan, Tarik A. Rashid, Seyedali Mirjalili:
Performance evaluation results of evolutionary clustering algorithm star for clustering heterogeneous datasets. CoRR abs/2105.02810 (2021) - [i7]Bryar Ahmad Hassan, Tarik A. Rashid, Seyedali Mirjalili:
Formal context reduction in deriving concept hierarchies from corpora using adaptive evolutionary clustering algorithm star. CoRR abs/2107.04781 (2021) - [i6]Vahidreza Gharehbaghi, Hashem Kalbkhani, Ehsan Noroozinejad Farsangi, Tony T. Y. Yang, Andy Nguyen, Seyedali Mirjalili, Christian Málaga-Chuquitaype:
A Novel Approach for Deterioration and Damage Identification in Building Structures Based on Stockwell-Transform and Deep Convolutional Neural Network. CoRR abs/2111.06155 (2021) - [i5]Vahidreza Gharehbaghi, Hashem Kalbkhani, Ehsan Noroozinejad Farsangi, Tony T. Y. Yang, Seyedali Mirjalili:
A Data-Driven Approach for Linear and Nonlinear Damage Detection Using Variational Mode Decomposition and GARCH Model. CoRR abs/2111.08620 (2021) - [i4]Deeam Najmadeen Hama Rashid, Tarik A. Rashid, Seyedali Mirjalili:
ANA: Ant Nesting Algorithm for Optimizing Real-World Problems. CoRR abs/2112.05839 (2021) - 2020
- [j106]Qasem Al-Tashi, Said Jadid Abdulkadir, Helmi Md Rais, Seyedali Mirjalili, Hitham Alhussian, Mohammed Gamal Ragab, Alawi Alqushaibi:
Binary Multi-Objective Grey Wolf Optimizer for Feature Selection in Classification. IEEE Access 8: 106247-106263 (2020) - [j105]Qasem Al-Tashi, Said Jadid Abdulkadir, Helmi Md Rais, Seyedali Mirjalili, Hitham Alhussian:
Approaches to Multi-Objective Feature Selection: A Systematic Literature Review. IEEE Access 8: 125076-125096 (2020) - [j104]El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Seyedali Mirjalili, Marwa Metwally Eid, Sherif E. Hussein:
Novel Feature Selection and Voting Classifier Algorithms for COVID-19 Classification in CT Images. IEEE Access 8: 179317-179335 (2020) - [j103]Zenab Mohamed Elgamal, Norizan Binti Mohd. Yasin, Mohammad Tubishat, Mohammed Alswaitti, Seyedali Mirjalili:
An Improved Harris Hawks Optimization Algorithm With Simulated Annealing for Feature Selection in the Medical Field. IEEE Access 8: 186638-186652 (2020) - [j102]Mohammad Tubishat, Mohammed Alswaitti, Seyedali Mirjalili, Mohammed Ali Al-Garadi, Ma'en Tayseer Alrashdan, Toqir Ahmad Rana:
Dynamic Butterfly Optimization Algorithm for Feature Selection. IEEE Access 8: 194303-194314 (2020) - [j101]Talal Ahmed Ali Ali, Zhu Xiao, Seyedali Mirjalili, Vincent Havyarimana:
Efficient design of wideband digital fractional order differentiators and integrators using multi-verse optimizer. Appl. Soft Comput. 93: 106340 (2020) - [j100]Ritam Guha, Manosij Ghosh, Akash Chakrabarti, Ram Sarkar, Seyedali Mirjalili:
Introducing clustering based population in Binary Gravitational Search Algorithm for Feature Selection. Appl. Soft Comput. 93: 106341 (2020) - [j99]Shubham Gupta, Kusum Deep, Seyedali Mirjalili:
An efficient equilibrium optimizer with mutation strategy for numerical optimization. Appl. Soft Comput. 96: 106542 (2020) - [j98]Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Hossam Faris:
MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems. Appl. Soft Comput. 97(Part): 106761 (2020) - [j97]Ibrahim Aljarah, Maria Habib, Hossam Faris, Nailah Al-Madi, Ali Asghar Heidari, Majdi M. Mafarja, Mohamed E. Abd Elaziz, Seyedali Mirjalili:
A dynamic locality multi-objective salp swarm algorithm for feature selection. Comput. Ind. Eng. 147: 106628 (2020) - [j96]Majdi M. Mafarja, Asma Qasem, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili:
Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection. Cogn. Comput. 12(1): 150-175 (2020) - [j95]Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Abbas Khosravi, Seyedali Mirjalili, Mohammad Reza Mahmoudi, Saeid Nahavandi:
Neuroevolution-based autonomous robot navigation: A comparative study. Cogn. Syst. Res. 62: 35-43 (2020) - [j94]Dalia Yousri, Seyedali Mirjalili:
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. 92: 103662 (2020) - [j93]Mohamed Abdel-Basset, Doaa El-Shahat, Ibrahim M. El-Henawy, Victor Hugo C. de Albuquerque, Seyedali Mirjalili:
A new fusion of grey wolf optimizer algorithm with a two-phase mutation for feature selection. Expert Syst. Appl. 139 (2020) - [j92]Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Majdi M. Mafarja, Ibrahim Aljarah, Mohammed Eshtay, Seyedali Mirjalili:
Time-varying hierarchical chains of salps with random weight networks for feature selection. Expert Syst. Appl. 140 (2020) - [j91]Mohammad Tubishat, Norisma Idris, Liyana Shuib, Mohammad A. M. Abushariah, Seyedali Mirjalili:
Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection. Expert Syst. Appl. 145: 113122 (2020) - [j90]Akash Saxena, Rajesh Kumar, Seyedali Mirjalili:
A harmonic estimator design with evolutionary operators equipped grey wolf optimizer. Expert Syst. Appl. 145: 113125 (2020) - [j89]Souvik Dhargupta, Manosij Ghosh, Seyedali Mirjalili, Ram Sarkar:
Selective Opposition based Grey Wolf Optimization. Expert Syst. Appl. 151: 113389 (2020) - [j88]Afshin Faramarzi, Mohammad Heidarinejad, Seyedali Mirjalili, Amir H. Gandomi:
Marine Predators Algorithm: A nature-inspired metaheuristic. Expert Syst. Appl. 152: 113377 (2020) - [j87]Shubham Gupta, Kusum Deep, Seyedali Mirjalili, Joong Hoon Kim:
A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization. Expert Syst. Appl. 154: 113395 (2020) - [j86]Shimin Li, Huiling Chen, Mingjing Wang, Ali Asghar Heidari, Seyedali Mirjalili:
Slime mould algorithm: A new method for stochastic optimization. Future Gener. Comput. Syst. 111: 300-323 (2020) - [j85]Khan Muhammad, Salman Khan, Neeraj Kumar, Javier Del Ser, Seyedali Mirjalili:
Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges. Future Gener. Comput. Syst. 113: 266-280 (2020) - [j84]Heba Al Nsour, Mohammed Alweshah, Abdelaziz I. Hammouri, Hussein Al Ofeishat, Seyedali Mirjalili:
A Hybrid Grey Wolf Optimiser Algorithm for Solving Time Series Classification Problems. J. Intell. Syst. 29(1): 846-857 (2020) - [j83]Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili:
Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach. Knowl. Inf. Syst. 62(2): 507-539 (2020) - [j82]Afshin Faramarzi, Mohammad Heidarinejad, Brent E. Stephens, Seyedali Mirjalili:
Equilibrium optimizer: A novel optimization algorithm. Knowl. Based Syst. 191: 105190 (2020) - [j81]Hammoudi Abderazek, Ali Riza Yildiz, Seyedali Mirjalili:
Comparison of recent optimization algorithms for design optimization of a cam-follower mechanism. Knowl. Based Syst. 191: 105237 (2020) - [j80]Dalia Yousri, Mohamed E. Abd Elaziz, Seyedali Mirjalili:
Fractional-order calculus-based flower pollination algorithm with local search for global optimization and image segmentation. Knowl. Based Syst. 197: 105889 (2020) - [j79]Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Huiling Chen, Jie Luo, Seyedali Mirjalili:
An enhanced associative learning-based exploratory whale optimizer for global optimization. Neural Comput. Appl. 32(9): 5185-5211 (2020) - [j78]Amir Mohammad Fathollahi Fard, Mostafa Hajiaghaei-Keshteli, Seyedali Mirjalili:
A set of efficient heuristics for a home healthcare problem. Neural Comput. Appl. 32(10): 6185-6205 (2020) - [j77]Seyedali Mirjalili:
Special issue on "real-world optimization problems and meta-heuristics". Neural Comput. Appl. 32(16): 11965-11966 (2020) - [j76]Ritam Guha, Manosij Ghosh, Shyok Mutsuddi, Ram Sarkar, Seyedali Mirjalili:
Embedded chaotic whale survival algorithm for filter-wrapper feature selection. Soft Comput. 24(17): 12821-12843 (2020) - [j75]Quoc-Viet Pham, Seyedali Mirjalili, Neeraj Kumar, Mamoun Alazab, Won-Joo Hwang:
Whale Optimization Algorithm With Applications to Resource Allocation in Wireless Networks. IEEE Trans. Veh. Technol. 69(4): 4285-4297 (2020) - [c8]Seyedeh Zahra Mirjalili, Stephan K. Chalup, Seyedali Mirjalili, Nasimul Noman:
Robust Multi-Objective optimization using Conditional Pareto Optimal Dominance. CEC 2020: 1-8 - [e1]Seyedali Mirjalili, Jin Song Dong, Andrew Lewis:
Nature-Inspired Optimizers - Theories, Literature Reviews and Applications. Studies in Computational Intelligence 811, Springer 2020, ISBN 978-3-030-12126-6 [contents] - [i3]Ritam Guha, Manosij Ghosh, Shyok Mutsuddi, Ram Sarkar, Seyedali Mirjalili:
Embedded Chaotic Whale Survival Algorithm for Filter-Wrapper Feature Selection. CoRR abs/2005.04593 (2020) - [i2]Quoc-Viet Pham, Dinh C. Nguyen, Seyedali Mirjalili, Dinh Thai Hoang, Diep N. Nguyen, Pubudu N. Pathirana, Won-Joo Hwang:
Swarm Intelligence for Next-Generation Wireless Networks: Recent Advances and Applications. CoRR abs/2007.15221 (2020)
2010 – 2019
- 2019
- [b1]Seyedali Mirjalili:
Evolutionary Algorithms and Neural Networks - Theory and Applications. Studies in Computational Intelligence 780, Springer 2019, ISBN 978-3-319-93024-4, pp. 3-156 - [j74]Qasem Al-Tashi, Said Jadid Abdulkadir, Helmi Md Rais, Seyedali Mirjalili, Hitham Alhussian:
Binary Optimization Using Hybrid Grey Wolf Optimization for Feature Selection. IEEE Access 7: 39496-39508 (2019) - [j73]Mohamed Abdel-Basset, Doaa El-Shahat, Hossam Faris, Seyedali Mirjalili:
A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems. Comput. Ind. Eng. 132: 187-206 (2019) - [j72]Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi, Alaa F. Sheta, Majdi M. Mafarja:
Evolving neural networks using bird swarm algorithm for data classification and regression applications. Clust. Comput. 22(4): 1317-1345 (2019) - [j71]Majdi M. Mafarja, Ibrahim Aljarah, Hossam Faris, Abdelaziz I. Hammouri, Ala' M. Al-Zoubi, Seyedali Mirjalili:
Binary grasshopper optimisation algorithm approaches for feature selection problems. Expert Syst. Appl. 117: 267-286 (2019) - [j70]Seyed Hamed Hashemi Mehne, Seyedali Mirjalili:
A direct method for solving calculus of variations problems using the whale optimization algorithm. Evol. Intell. 12(4): 677-688 (2019) - [j69]Sumit Kumar, Ghanshyam G. Tejani, Seyedali Mirjalili:
Modified symbiotic organisms search for structural optimization. Eng. Comput. 35(4): 1269-1296 (2019) - [j68]Ali Asghar Heidari, Seyedali Mirjalili, Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, Huiling Chen:
Harris hawks optimization: Algorithm and applications. Future Gener. Comput. Syst. 97: 849-872 (2019) - [j67]Fatma A. Hashim, Essam H. Houssein, Mai S. Mabrouk, Walid Al-Atabany, Seyedali Mirjalili:
Henry gas solubility optimization: A novel physics-based algorithm. Future Gener. Comput. Syst. 101: 646-667 (2019) - [j66]Hamza Turabieh, Majdi M. Mafarja, Seyedali Mirjalili:
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. 6(6): 9316-9325 (2019) - [j65]Mohammad Taradeh, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Hamido Fujita:
An evolutionary gravitational search-based feature selection. Inf. Sci. 497: 219-239 (2019) - [j64]Ghanshyam G. Tejani, Vimal J. Savsani, Vivek K. Patel, Seyedali Mirjalili:
An improved heat transfer search algorithm for unconstrained optimization problems. J. Comput. Des. Eng. 6(1): 13-32 (2019) - [j63]Mohamed Abd El-Aziz, Seyedali Mirjalili:
A hyper-heuristic for improving the initial population of whale optimization algorithm. Knowl. Based Syst. 172: 42-63 (2019) - [j62]Talal Ahmed Ali Ali, Zhu Xiao, Jingru Sun, Seyedali Mirjalili, Vincent Havyarimana, Hongbo Jiang:
Optimal design of IIR wideband digital differentiators and integrators using salp swarm algorithm. Knowl. Based Syst. 182 (2019) - [j61]Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah:
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. 10(10): 2901-2920 (2019) - [j60]Nailah Al-Madi, Hossam Faris, Seyedali Mirjalili:
Binary multi-verse optimization algorithm for global optimization and discrete problems. Int. J. Mach. Learn. Cybern. 10(12): 3445-3465 (2019) - [j59]Behnaz Merikhi, Seyed Mohammad Mirjalili, Milad Zoghi, Seyedeh Zahra Mirjalili, Seyedali Mirjalili:
Radiation pattern design of photonic crystal LED optimized by using multi-objective grey wolf optimizer. Photonic Netw. Commun. 38(1): 167-176 (2019) - [j58]Majdi M. Mafarja, Seyedali Mirjalili:
Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection. Soft Comput. 23(15): 6249-6265 (2019) - [j57]Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili:
An efficient hybrid multilayer perceptron neural network with grasshopper optimization. Soft Comput. 23(17): 7941-7958 (2019) - [j56]Mohammed Azmi Al-Betar, Ibrahim Aljarah, Mohammed A. Awadallah, Hossam Faris, Seyedali Mirjalili:
Adaptive β-hill climbing for optimization. Soft Comput. 23(24): 13489-13512 (2019) - [j55]Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Hongyu Zhang, Stephan K. Chalup, Nasimul Noman:
Improving the reliability of implicit averaging methods using new conditional operators for robust optimization. Swarm Evol. Comput. 51 (2019) - [c7]Seyedeh Zahra Mirjalili, Hongyu Zhang, Seyedali Mirjalili, Stephan K. Chalup, Nasimul Noman:
A Novel U-Shaped Transfer Function for Binary Particle Swarm Optimisation. SocProS (1) 2019: 241-259 - [p13]Seyedali Mirjalili, Jin Song Dong:
Introduction to Nature-Inspired Algorithms. Nature-Inspired Optimizers 2019: 1-5 - [p12]Seyedali Mirjalili, Jin Song Dong, Andrew Lewis:
Ant Colony Optimizer: Theory, Literature Review, and Application in AUV Path Planning. Nature-Inspired Optimizers 2019: 7-21 - [p11]Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja:
Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks. Nature-Inspired Optimizers 2019: 23-46 - [p10]Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah:
Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection. Nature-Inspired Optimizers 2019: 47-67 - [p9]Seyedali Mirjalili, Jin Song Dong, Ali Safa Sadiq, Hossam Faris:
Genetic Algorithm: Theory, Literature Review, and Application in Image Reconstruction. Nature-Inspired Optimizers 2019: 69-85 - [p8]Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris:
Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems. Nature-Inspired Optimizers 2019: 87-105 - [p7]Shahrzad Saremi, Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Jin Song Dong:
Grasshopper Optimization Algorithm: Theory, Literature Review, and Application in Hand Posture Estimation. Nature-Inspired Optimizers 2019: 107-122 - [p6]Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili:
Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering. Nature-Inspired Optimizers 2019: 123-141 - [p5]Seyed Hamed Hashemi Mehne, Seyedali Mirjalili:
Moth-Flame Optimization Algorithm: Theory, Literature Review, and Application in Optimal Nonlinear Feedback Control Design. Nature-Inspired Optimizers 2019: 143-166 - [p4]Seyedali Mirjalili, Jin Song Dong, Andrew Lewis, Ali Safa Sadiq:
Particle Swarm Optimization: Theory, Literature Review, and Application in Airfoil Design. Nature-Inspired Optimizers 2019: 167-184 - [p3]Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari:
Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines. Nature-Inspired Optimizers 2019: 185-199 - [p2]Seyed Mohammad Mirjalili, Seyedeh Zahra Mirjalili, Shahrzad Saremi, Seyedali Mirjalili:
Sine Cosine Algorithm: Theory, Literature Review, and Application in Designing Bend Photonic Crystal Waveguides. Nature-Inspired Optimizers 2019: 201-217 - [p1]Seyedeh Zahra Mirjalili, Seyed Mohammad Mirjalili, Shahrzad Saremi, Seyedali Mirjalili:
Whale Optimization Algorithm: Theory, Literature Review, and Application in Designing Photonic Crystal Filters. Nature-Inspired Optimizers 2019: 219-238 - 2018
- [j54]Ali Safa Sadiq, Basem Y. Alkazemi, Seyedali Mirjalili, Ahmad Noraziah, Suleman Khan, Ihsan Ali, Al-Sakib Khan Pathan, Kayhan Zrar Ghafoor:
An Efficient IDS Using Hybrid Magnetic Swarm Optimization in WANETs. IEEE Access 6: 29041-29053 (2018) - [j53]Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili:
Improved monarch butterfly optimization for unconstrained global search and neural network training. Appl. Intell. 48(2): 445-464 (2018) - [j52]Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Shahrzad Saremi, Hossam Faris, Ibrahim Aljarah:
Grasshopper optimization algorithm for multi-objective optimization problems. Appl. Intell. 48(4): 805-820 (2018) - [j51]Majdi M. Mafarja, Seyedali Mirjalili:
Whale optimization approaches for wrapper feature selection. Appl. Soft Comput. 62: 441-453 (2018) - [j50]Amir Mohammad Fathollahi Fard, Mostafa Hajiaghaei-Keshteli, Seyedali Mirjalili:
Hybrid optimizers to solve a tri-level programming model for a tire closed-loop supply chain network design problem. Appl. Soft Comput. 70: 701-722 (2018) - [j49]Amir Mohammad Fathollahi Fard, Mostafa Hajiaghaei-Keshteli, Seyedali Mirjalili:
Multi-objective stochastic closed-loop supply chain network design with social considerations. Appl. Soft Comput. 71: 505-525 (2018) - [j48]Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Yong Zhang, Seyedali Mirjalili:
Asynchronous accelerating multi-leader salp chains for feature selection. Appl. Soft Comput. 71: 964-979 (2018) - [j47]Mohamed Abdel-Basset, Gunasekaran Manogaran, Doaa El-Shahat, Seyedali Mirjalili:
Integrating the whale algorithm with Tabu search for quadratic assignment problem: A new approach for locating hospital departments. Appl. Soft Comput. 73: 530-546 (2018) - [j46]Ali Safa Sadiq, Suleman Khan, Kayhan Zrar Ghafoor, Mohsen Guizani, Seyedali Mirjalili:
Transmission power adaption scheme for improving IoV awareness exploiting: evaluation weighted matrix based on piggybacked information. Comput. Networks 137: 147-159 (2018) - [j45]Ibrahim Aljarah, Ala' M. Al-Zoubi, Hossam Faris, Mohammad A. Hassonah, Seyedali Mirjalili, Heba Saadeh:
Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm. Cogn. Comput. 10(3): 478-495 (2018) - [j44]Sarah Shukri, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Ajith Abraham:
Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer. Eng. Appl. Artif. Intell. 72: 54-66 (2018) - [j43]Ghanshyam G. Tejani, Vimal J. Savsani, Vivek K. Patel, Seyedali Mirjalili:
Truss optimization with natural frequency bounds using improved symbiotic organisms search. Knowl. Based Syst. 143: 162-178 (2018) - [j42]Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Abdelaziz I. Hammouri, Hossam Faris, Ala' M. Al-Zoubi, Seyedali Mirjalili:
Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems. Knowl. Based Syst. 145: 25-45 (2018) - [j41]Hamed Hashemi Mehne, Seyedali Mirjalili:
A parallel numerical method for solving optimal control problems based on whale optimization algorithm. Knowl. Based Syst. 151: 114-123 (2018) - [j40]Hossam Faris, Majdi M. Mafarja, Ali Asghar Heidari, Ibrahim Aljarah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Hamido Fujita:
An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems. Knowl. Based Syst. 154: 43-67 (2018) - [j39]Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis, Alan Wee-Chung Liew, Jin Song Dong:
Enhanced multi-objective particle swarm optimisation for estimating hand postures. Knowl. Based Syst. 158: 175-195 (2018) - [j38]Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Hossam Faris, Philippe Fournier-Viger, Xiaodong Li, Seyedali Mirjalili:
Binary dragonfly optimization for feature selection using time-varying transfer functions. Knowl. Based Syst. 161: 185-204 (2018) - [j37]Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi:
Training radial basis function networks using biogeography-based optimizer. Neural Comput. Appl. 29(7): 529-553 (2018) - [j36]Hossam Faris, Ibrahim Aljarah, Mohammed Azmi Al-Betar, Seyedali Mirjalili:
Grey wolf optimizer: a review of recent variants and applications. Neural Comput. Appl. 30(2): 413-435 (2018) - [j35]Hossam Faris, Mohammad A. Hassonah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Ibrahim Aljarah:
A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture. Neural Comput. Appl. 30(8): 2355-2369 (2018) - [j34]Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili:
Optimizing connection weights in neural networks using the whale optimization algorithm. Soft Comput. 22(1): 1-15 (2018) - [j33]Seyedali Mirjalili, Andrew Lewis, Jin Song Dong:
Confidence-based robust optimisation using multi-objective meta-heuristics. Swarm Evol. Comput. 43: 109-126 (2018) - 2017
- [j32]Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis:
Grasshopper Optimisation Algorithm: Theory and application. Adv. Eng. Softw. 105: 30-47 (2017) - [j31]Seyedali Mirjalili, Amir Hossein Gandomi, Seyedeh Zahra Mirjalili, Shahrzad Saremi, Hossam Faris, Seyed Mohammad Mirjalili:
Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems. Adv. Eng. Softw. 114: 163-191 (2017) - [j30]Seyedali Mirjalili, Pradeep Jangir, Shahrzad Saremi:
Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems. Appl. Intell. 46(1): 79-95 (2017) - [j29]Seyedali Mirjalili, Amir Hossein Gandomi:
Chaotic gravitational constants for the gravitational search algorithm. Appl. Soft Comput. 53: 407-419 (2017) - [j28]Majdi M. Mafarja, Seyedali Mirjalili:
Hybrid Whale Optimization Algorithm with simulated annealing for feature selection. Neurocomputing 260: 302-312 (2017) - [j27]Seyedali Mirjalili, Pradeep Jangir, Seyedeh Zahra Mirjalili, Shahrzad Saremi, Indrajit N. Trivedi:
Optimization of problems with multiple objectives using the multi-verse optimization algorithm. Knowl. Based Syst. 134: 50-71 (2017) - [c6]Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis, Alan Wee-Chung Liew:
Let's Consider Two Objectives When Estimating Hand Postures. Australasian Conference on Artificial Intelligence 2017: 119-130 - [c5]Majdi M. Mafarja, Derar Eleyan, Salwani Abdullah, Seyedali Mirjalili:
S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization Algorithm in Feature Selection Problem. ICFNDS 2017: 21:1-21:7 - [i1]Majdi M. Mafarja, Seyedali Mirjalili:
S-Shaped vs. V-Shaped Transfer Functions for Antlion Optimization Algorithm in Feature Selection Problems. CoRR abs/1712.03223 (2017) - 2016
- [j26]Seyedali Mirjalili, Andrew Lewis:
The Whale Optimization Algorithm. Adv. Eng. Softw. 95: 51-67 (2016) - [j25]Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili:
Training feedforward neural networks using multi-verse optimizer for binary classification problems. Appl. Intell. 45(2): 322-332 (2016) - [j24]Seyedali Mirjalili, Shahrzad Saremi, Seyed Mohammad Mirjalili, Leandro dos Santos Coelho:
Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization. Expert Syst. Appl. 47: 106-119 (2016) - [j23]Hossam Faris, Ibrahim Aljarah, Nailah Al-Madi, Seyedali Mirjalili:
Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm. Int. J. Artif. Intell. Tools 25(6): 1650033:1-1650033:32 (2016) - [j22]Seyedali Mirjalili, Andrew Lewis:
Obstacles and difficulties for robust benchmark problems: A novel penalty-based robust optimisation method. Inf. Sci. 328: 485-509 (2016) - [j21]Seyedali Mirjalili:
SCA: A Sine Cosine Algorithm for solving optimization problems. Knowl. Based Syst. 96: 120-133 (2016) - [j20]Seyedali Mirjalili, Seyed Mohammad Mirjalili, Abdolreza Hatamlou:
Multi-Verse Optimizer: a nature-inspired algorithm for global optimization. Neural Comput. Appl. 27(2): 495-513 (2016) - [j19]Seyedali Mirjalili:
Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems. Neural Comput. Appl. 27(4): 1053-1073 (2016) - [c4]Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis:
How effective are meta-heuristics for recognising hand gestures. CEC 2016: 104-111 - [c3]Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Pedro A. Castillo, Juan Julián Merelo Guervós:
EvoloPy: An Open-source Nature-inspired Optimization Framework in Python. IJCCI (ECTA) 2016: 171-177 - 2015
- [j18]Seyedali Mirjalili:
The Ant Lion Optimizer. Adv. Eng. Softw. 83: 80-98 (2015) - [j17]Seyedali Mirjalili:
How effective is the Grey Wolf optimizer in training multi-layer perceptrons. Appl. Intell. 43(1): 150-161 (2015) - [j16]Behzad Javidy, Abdolreza Hatamlou, Seyedali Mirjalili:
Ions motion algorithm for solving optimization problems. Appl. Soft Comput. 32: 72-79 (2015) - [j15]Seyedali Mirjalili, Andrew Lewis:
Hindrances for robust multi-objective test problems. Appl. Soft Comput. 35: 333-348 (2015) - [j14]Seyedali Mirjalili, Andrew Lewis:
Novel frameworks for creating robust multi-objective benchmark problems. Inf. Sci. 300: 158-192 (2015) - [j13]Seyedali Mirjalili, Andrew Lewis, Sanaz Mostaghim:
Confidence measure: A novel metric for robust meta-heuristic optimisation algorithms. Inf. Sci. 317: 114-142 (2015) - [j12]Seyedali Mirjalili:
Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm. Knowl. Based Syst. 89: 228-249 (2015) - [j11]Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis:
How important is a transfer function in discrete heuristic algorithms. Neural Comput. Appl. 26(3): 625-640 (2015) - [j10]Seyedali Mirjalili, Andrew Lewis:
Novel performance metrics for robust multi-objective optimization algorithms. Swarm Evol. Comput. 21: 1-23 (2015) - [c2]Seyedali Mirjalili, Andrew Lewis:
A Reliable and Computationally Cheap Approach for Finding Robust Optimal Solutions. GECCO (Companion) 2015: 1439-1440 - [c1]Seyedali Mirjalili, Andrew Lewis, Seyed Ali Mohammad Mirjalili:
Multi-objective Optimisation of Marine Propellers. ICCS 2015: 2247-2256 - 2014
- [j9]Seyedali Mirjalili, Seyed Mohammad Mirjalili, Andrew Lewis:
Grey Wolf Optimizer. Adv. Eng. Softw. 69: 46-61 (2014) - [j8]Ali Safa Sadiq, Kamalrulnizam Abu Bakar, Kayhan Zrar Ghafoor, Jaime Lloret, Seyedali Mirjalili:
A smart handover prediction system based on curve fitting model for Fast Mobile IPv6 in wireless networks. Int. J. Commun. Syst. 27(7): 969-990 (2014) - [j7]Seyedali Mirjalili, Seyed Mohammad Mirjalili, Andrew Lewis:
Let a biogeography-based optimizer train your Multi-Layer Perceptron. Inf. Sci. 269: 188-209 (2014) - [j6]Seyedali Mirjalili, Seyed Mohammad Mirjalili, Xin-She Yang:
Binary bat algorithm. Neural Comput. Appl. 25(3-4): 663-681 (2014) - [j5]Shahrzad Saremi, Seyedali Mirjalili, Andrew Lewis:
Biogeography-based optimisation with chaos. Neural Comput. Appl. 25(5): 1077-1097 (2014) - [j4]Seyedali Mirjalili, Gai-Ge Wang, Leandro dos Santos Coelho:
Binary optimization using hybrid particle swarm optimization and gravitational search algorithm. Neural Comput. Appl. 25(6): 1423-1435 (2014) - [j3]Seyedali Mirjalili, Andrew Lewis:
Adaptive gbest-guided gravitational search algorithm. Neural Comput. Appl. 25(7-8): 1569-1584 (2014) - 2013
- [j2]Seyedali Mirjalili, Andrew Lewis:
S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization. Swarm Evol. Comput. 9: 1-14 (2013) - 2012
- [j1]Seyedali Mirjalili, Siti Zaiton Mohd Hashim, Hossein Moradian Sardroudi:
Training feedforward neural networks using hybrid particle swarm optimization and gravitational search algorithm. Appl. Math. Comput. 218(22): 11125-11137 (2012)
Coauthor Index
Laith Mohammad Abualigah
aka: Laith Abualigah
aka: Laith Abualigah
Mohamed E. Abd Elaziz
aka: Mohamed Abd El Aziz 0001
aka: Mohamed Abd El-Aziz 0001
aka: Mohamed Abd Elaziz 0001
aka: Mohamed Abd El Aziz 0001
aka: Mohamed Abd El-Aziz 0001
aka: Mohamed Abd Elaziz 0001
Amir Hossein Gandomi
aka: Amir H. Gandomi
aka: Amir H. Gandomi
Seyed Mohammad Mirjalili
aka: Seyed Ali Mohammad Mirjalili
aka: Seyed Ali Mohammad Mirjalili
Mohammad-Hossein Nadimi-Shahraki
aka: Mohammad H. Nadimi-Shahraki
aka: Mohammad H. Nadimi-Shahraki
Tarik A. Rashid
aka: Tarik Ahmed Rashid
aka: Tarik Ahmed Rashid
Ali Safa Sadiq
aka: Ali Safaa Sadiq
aka: Ali Safaa Sadiq
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