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Gradient-based grey wolf optimizer with Gaussian walk: Application in modelling and prediction of the COVID-19 pandemic

This research proposes a new type of Grey Wolf optimizer named Gradient-based Grey Wolf Optimizer (GGWO). Using gradient information, we accelerated the convergence of the algorithm that enables us to solve well-known complex benchmark functions optimally for the first time in this field. We also us...

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Detalhes bibliográficos
Publicado no:Expert Syst Appl
Main Authors: Khalilpourazari, Soheyl, Hashemi Doulabi, Hossein, Özyüksel Çiftçioğlu, Aybike, Weber, Gerhard-Wilhelm
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier Ltd. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7997148/
https://ncbi.nlm.nih.gov/pubmed/33814731
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.eswa.2021.114920
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