A Systematic Review on Harmony Search Algorithm: Theory, Literature, and Applications

Harmony search algorithm is the recently developed metaheuristic in the last decade. It mimics the behavior of a musician producing a perfect harmony. It has been used to solve the wide variety of real-life optimization problems due to its easy implementation over other metaheuristics. It has an abi...

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Vydáno v:Mathematical problems in engineering Ročník 2021; s. 1 - 22
Hlavní autoři: Dubey, Mahima, Kumar, Vijay, Kaur, Manjit, Dao, Thanh-Phong
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York Hindawi 2021
John Wiley & Sons, Inc
Témata:
Adjustment
Algorithms
Civil engineering
Heuristic methods
Improvisation
Linear programming
Mathematical problems
Musicians & conductors
Optimization
Optimization techniques
Research methodology
Search algorithms
Variables
ISSN:1024-123X, 1563-5147
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Shrnutí:Harmony search algorithm is the recently developed metaheuristic in the last decade. It mimics the behavior of a musician producing a perfect harmony. It has been used to solve the wide variety of real-life optimization problems due to its easy implementation over other metaheuristics. It has an ability to provide the balance between exploration and exploitation during search. In this paper, a systematic review on harmony search algorithm (HSA) is presented. The natural inspiration and conceptual framework of HSA are discussed. The control parameters of HSA are described with their mathematical foundation. The improvement and hybridization in HSA with other metaheuristics are discussed in detail. The applicability of HSA in different problem domains is studied. The future research directions of HSA are also investigated.
Bibliografie:ObjectType-Article-1
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ISSN:1024-123X
1563-5147
DOI:10.1155/2021/5594267