Výsledky vyhľadávania - "Whale Optimization Algorithm"

The Whale Optimization Algorithm Autor Mirjalili, Seyedali, Lewis, Andrew

“…•The Whale Optimization Algorithm inspired by humpback whales is proposed.•The WOA algorithm is benchmarked on 29 well-known test functions…”
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Chaotic whale optimization algorithm Autor Kaur, Gaganpreet, Arora, Sankalap

“…Graphical abstract Graphical Abstract AbstractThe Whale Optimization Algorithm (WOA) is a recently developed meta-heuristic optimization algorithm which is based on the hunting mechanism of humpback whales…”
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Hybrid Whale Optimization Algorithm with simulated annealing for feature selection Autor Mafarja, Majdi M., Mirjalili, Seyedali

“…•Four hybrid feature selection methods for classification task are proposed.•Our hybrid method combines Whale Optimization Algorithm with simulated annealing…”
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A novel enhanced whale optimization algorithm for global optimization Autor Chakraborty, Sanjoy, Kumar Saha, Apu, Sharma, Sushmita, Mirjalili, Seyedali, Chakraborty, Ratul

“… Whale Optimization Algorithm (WOA) has demonstrated its merits in the optimization…”
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A comprehensive survey: Whale Optimization Algorithm and its applications Autor Gharehchopogh, Farhad Soleimanian, Gholizadeh, Hojjat

“…Whale Optimization Algorithm (WOA) is an optimization algorithm developed by Mirjalili and Lewis in 2016…”
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A balanced whale optimization algorithm for constrained engineering design problems Autor Chen, Huiling, Xu, Yueting, Wang, Mingjing, Zhao, Xuehua

“…In this study, two novel effective strategies composed of Lévy flight and chaotic local search are synchronously introduced into the whale optimization algorithm (WOA…”
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Lévy Flight Trajectory-Based Whale Optimization Algorithm for Global Optimization Autor Ling, Ying, Zhou, Yongquan, Luo, Qifang

“…The whale optimization algorithm (WOA) has been shown to be powerful in searching for an optimal solution…”
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An efficient double adaptive random spare reinforced whale optimization algorithm Autor Chen, Huiling, Yang, Chenjun, Heidari, Ali Asghar, Zhao, Xuehua

“…•The excellent performance is validated on benchmark problems and engineering problems. Whale optimization algorithm (WOA…”
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An enhanced whale optimization algorithm for large scale optimization problems Autor Chakraborty, Sanjoy, Saha, Apu Kumar, Chakraborty, Ratul, Saha, Moumita

“…Whale optimization algorithm was developed based on the prey-catching characteristics of the humpback whales…”
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Quantum based Whale Optimization Algorithm for wrapper feature selection Autor Agrawal, R.K., Kaur, Baljeet, Sharma, Surbhi

“…In this paper, we propose the Quantum Whale Optimization Algorithm (QWOA) for feature selection, which is an amalgamation of the Quantum Concepts and the Whale Optimization Algorithm (WOA…”
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Deficiencies of the whale optimization algorithm and its validation method Autor Deng, Lingyun, Liu, Sanyang

“…In the context of urgent requirements for efficient metaheuristics, the whale optimization algorithm (WOA…”
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Semi-empirical PEM fuel cells model using whale optimization algorithm Autor El-Fergany, Attia A., Hasanien, Hany M., Agwa, Ahmed M.

“…[Display omitted] •This paper presents a novel application of the WOA to extract PEMFC model parameters.•Four commercial PEMFC models are studied in this…”
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Group-based whale optimization algorithm Autor Hemasian-Etefagh, Farinaz, Safi-Esfahani, Faramarz

“…Meta-heuristic algorithms are divided into two categories: biological and non-biological. Biological algorithms are divided into evolutionary and swarm-based…”
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A novel hybrid system based on a new proposed algorithm—Multi-Objective Whale Optimization Algorithm for wind speed forecasting Autor Wang, Jianzhou, Du, Pei, Niu, Tong, Yang, Wendong

“…•We propose a new algorithm—Multi-Objective Whale Optimization Algorithm (MOWOA).•A novel hybrid system based on MOWOA is proposed for wind speed forecasting…”
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Whale Optimization Algorithm With Applications to Resource Allocation in Wireless Networks Autor Pham, Quoc-Viet, Mirjalili, Seyedali, Kumar, Neeraj, Alazab, Mamoun, Hwang, Won-Joo

“… Whale optimization algorithm (WOA) has recently gained the attention of the research community as an efficient method to solve…”
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A Multi-Strategy Whale Optimization Algorithm and Its Application Autor Yang, Wenbiao, Xia, Kewen, Fan, Shurui, Wang, Li, Li, Tiejun, Zhang, Jiangnan, Feng, Yu

“…Whale Optimization Algorithm (WOA) is a key tool for solving complex engineering optimization problems, aiming at adjusting important parameters to satisfy constraints and optimal objectives…”
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Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study Autor Nadimi-Shahraki, Mohammad H., Zamani, Hoda, Mirjalili, Seyedali

“…The whale optimization algorithm (WOA) is a prominent problem solver which is broadly applied to solve NP-hard problems such as feature selection…”
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The Whale Optimization Algorithm Approach for Deep Neural Networks Autor Brodzicki, Andrzej, Piekarski, Michał, Jaworek-Korjakowska, Joanna

“… In this paper, we introduce the Whale Optimisation Algorithm (WOA) based on the swarm foraging behavior of humpback whales to optimise neural network hyperparameters…”
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QoS‐aware resource scheduling using whale optimization algorithm for microservice applications Autor Kumar, Mohit, Samriya, Jitendra Kumar, Dubey, Kalka, Gill, Sukhpal Singh

“…‐tuned Sunflower Whale Optimization Algorithm (FSWOA) that find the best resources for microservice deployment and fulfill…”
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Whale Optimization Algorithm and Moth-Flame Optimization for multilevel thresholding image segmentation Autor Aziz, Mohamed Abd El, Ewees, Ahmed A., Hassanien, Aboul Ella

“…•Two metaheuristic algorithms (WOA and MFO) are used.•These algorithms are applied to multilevel thresholding image segmentation.•MFO and WOA are better than…”
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