A Comprehensive Survey on Aquila Optimizer

Aquila Optimizer (AO) is a well-known nature-inspired optimization algorithm (NIOA) that was created in 2021 based on the prey grabbing behavior of Aquila. AO is a population-based NIOA that has demonstrated its effectiveness in the field of complex and nonlinear optimization in a short period of ti...

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Detalles Bibliográficos
Autores principales: Sasmal, Buddhadev, Hussien, Abdelazim G., Das, Arunita, Dhal, Krishna Gopal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2023
Materias:
Survey Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10245365/
https://www.ncbi.nlm.nih.gov/pubmed/37359742
http://dx.doi.org/10.1007/s11831-023-09945-6
Descripción
Sumario:Aquila Optimizer (AO) is a well-known nature-inspired optimization algorithm (NIOA) that was created in 2021 based on the prey grabbing behavior of Aquila. AO is a population-based NIOA that has demonstrated its effectiveness in the field of complex and nonlinear optimization in a short period of time. As a result, the purpose of this study is to provide an updated survey on the topic. This survey accurately reports on the designed enhanced AO variations and their applications. In order to properly assess AO, a rigorous comparison between AO and its peer NIOAs is conducted over mathematical benchmark functions. The experimental results show the AO provides competitive outcomes.

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