Black hole algorithm: A comprehensive survey

This paper provides an in-depth literature review of the Black Hole Algorithm (BHA) which is considered as a recent metaheuristic. BHA has been proven to be very efficient in different applications. There has been several modifications and variants of this algorithm in the literature, so this work r...

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Bibliographic Details
Published in:Applied intelligence (Dordrecht, Netherlands) Netherlands), 2022-08, Vol.52 (10), p.11892-11915
Main Authors: Abualigah, Laith, Elaziz, Mohamed Abd, Sumari, Putra, Khasawneh, Ahmad M., Alshinwan, Mohammad, Mirjalili, Seyedali, Shehab, Mohammad, Abuaddous, Hayfa Y., Gandomi, Amir H.
Format: Article
Language:English
Subjects:
Aircraft
Algorithms
Artificial Intelligence
Black holes
Clustering
Computer Science
Heuristic methods
Image processing
Literature reviews
Machine learning
Machines
Manufacturing
Mechanical Engineering
Optimization algorithms
Optimization techniques
Parameter estimation
Population
Processes
Software engineering
Task scheduling
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Summary:This paper provides an in-depth literature review of the Black Hole Algorithm (BHA) which is considered as a recent metaheuristic. BHA has been proven to be very efficient in different applications. There has been several modifications and variants of this algorithm in the literature, so this work reviews various variants of the BHA. The applications of BHA in engineering problems, clustering, task scheduling, image processing, etc. have been thoroughly reviewed as well. This review article sheds lights on the pros and cons of this algorithm and enables finding a right variant of this algorithm for a certain application area. The paper concludes with an in-depth future direction.
ISSN:0924-669X
1573-7497
DOI:10.1007/s10489-021-02980-5