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Article Dans Une Revue Artificial Intelligence Review Année : 2021

A comprehensive survey of Crow Search Algorithm and its applications

Yassine Meraihi
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Asma Benmessaoud Gabis
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Dalila Acheli
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Résumé

Crow Search Algorithm (CSA) is a recent swarm intelligence optimization algorithm inspired by the social intelligent behavior of crows for hiding food. It has been widely used to solve a large variety of optimization problems in several fields and areas of research and has proved its efficiency compared to several state-of-the-art optimization algorithms available in the literature. This paper presents a comprehensive overview of Crow Search Algorithm and its new variants categorized into modified and hybridized versions. It also describes the several applications of CSA in various domains such as feature selection, image processing, scheduling, economic dispatch, distributed generation, and other engineering problems. In addition, the paper suggests some interesting research areas related to CSA enhancement, CSA hybridization, and possible new applications.
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Dates et versions

hal-03218443 , version 1 (05-05-2021)

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Yassine Meraihi, Asma Benmessaoud Gabis, Amar Ramdane-Cherif, Dalila Acheli. A comprehensive survey of Crow Search Algorithm and its applications. Artificial Intelligence Review, 2021, 54 (4), pp.2669-2716. ⟨10.1007/s10462-020-09911-9⟩. ⟨hal-03218443⟩
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