Cuckoo Search Algorithm, its Variants and Applications: A Review

Monisha Gupta; Mohamed Abouhawwash; Shubham Mahajan; Amit Kant Pandit

doi:10.1063/5.0122753

Cuckoo Search Algorithm, its Variants and Applications: A Review

Monisha Gupta, Mohamed Abouhawwash^*, Shubham Mahajan, Amit Kant Pandit

^*Corresponding author for this work

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Abstract

Cuckoo search (CS) is an effective algorithm based on swarm-Intelligence. CS was developed to imitate the cuckoo breeding behavior. CS has drawn a lot of attention because of its predictive state of having sufficient ability to solve various real-world optimization problems. Due to its efficiency for various real-world engineering applications, CS has gained much supremacy. CS is inspired by a bird called cuckoo that cannot build a nest of its own. And the cuckoo bird lays its egg in other birds' nests. This article examines the research outcomes in the key architectural perspective and extended variations of CS in great depth. This paper gives a quick overview of the CS algorithm, its several variants, and its potential applications.

Original language	English
Article number	020072
Journal	AIP Conference Proceedings
Volume	2495
Issue number	1
DOIs	https://doi.org/10.1063/5.0122753
State	Published - 20 Oct 2023
Externally published	Yes
Event	2021 INDO-US Conference on Communication, Automation and Power Engineering, ICCAPE 2021 - Mohali, Punjab, India Duration: 24 Sep 2021 → 25 Sep 2021

Bibliographical note

Publisher Copyright:
© 2023 American Institute of Physics Inc.. All rights reserved.

Keywords

Cuckoo Search
optimization algorithm
swarm-intelligence algorithm

ASJC Scopus subject areas

General Physics and Astronomy

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10.1063/5.0122753

Cite this

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title = "Cuckoo Search Algorithm, its Variants and Applications: A Review",

abstract = "Cuckoo search (CS) is an effective algorithm based on swarm-Intelligence. CS was developed to imitate the cuckoo breeding behavior. CS has drawn a lot of attention because of its predictive state of having sufficient ability to solve various real-world optimization problems. Due to its efficiency for various real-world engineering applications, CS has gained much supremacy. CS is inspired by a bird called cuckoo that cannot build a nest of its own. And the cuckoo bird lays its egg in other birds' nests. This article examines the research outcomes in the key architectural perspective and extended variations of CS in great depth. This paper gives a quick overview of the CS algorithm, its several variants, and its potential applications.",

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AU - Pandit, Amit Kant

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Cuckoo Search Algorithm, its Variants and Applications: A Review

Abstract

Bibliographical note

Keywords

ASJC Scopus subject areas

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