A Comprehensive Survey on Arithmetic Optimization Algorithm

Arithmetic Optimization Algorithm (AOA) is a recently developed population-based nature-inspired optimization algorithm (NIOA). AOA is designed under the inspiration of the distribution behavior of the main arithmetic operators in mathematics and hence, it also belongs to mathematics-inspired optimi...

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Published in:Archives of computational methods in engineering Vol. 30; no. 5; pp. 3379 - 3404
Main Authors: Dhal, Krishna Gopal, Sasmal, Buddhadev, Das, Arunita, Ray, Swarnajit, Rai, Rebika
Format: Journal Article
Language:English
Published: Dordrecht Springer Netherlands 01.06.2023
Springer Nature B.V
Subjects:
Algorithms
Arithmetic
Artificial intelligence
Chemical reactions
Design optimization
Engineering
Evolution
Genetic algorithms
Machine learning
Mathematical and Computational Engineering
Mathematical programming
Operators (mathematics)
Optimization
Optimization algorithms
Research methodology
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ISSN:1134-3060, 1886-1784, 1886-1784
Online Access:Get full text
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Summary:Arithmetic Optimization Algorithm (AOA) is a recently developed population-based nature-inspired optimization algorithm (NIOA). AOA is designed under the inspiration of the distribution behavior of the main arithmetic operators in mathematics and hence, it also belongs to mathematics-inspired optimization algorithm (MIOA). MIOA is a powerful subset of NIOA and AOA is a proficient member of it. AOA is published in early 2021 and got a massive recognition from research fraternity due to its superior efficacy in different optimization fields. Therefore, this study presents an up-to-date survey on AOA, its variants, and applications.
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ISSN:1134-3060
1886-1784
1886-1784
DOI:10.1007/s11831-023-09902-3