Literature DB >> 36100345

Harmony search: Current studies and uses on healthcare systems.

Maryam T Abdulkhaleq1, Tarik A Rashid2, Abeer Alsadoon3, Bryar A Hassan4, Mokhtar Mohammadi5, Jaza M Abdullah6, Amit Chhabra7, Sazan L Ali2, Rawshan N Othman2, Hadil A Hasan2, Sara Azad2, Naz A Mahmood2, Sivan S Abdalrahman2, Hezha O Rasul8, Nebojsa Bacanin9, S Vimal9.   

Abstract

One of the popular metaheuristic search algorithms is Harmony Search (HS). It has been verified that HS can find solutions to optimization problems due to its balanced exploratory and convergence behavior and its simple and flexible structure. This capability makes the algorithm preferable to be applied in several real-world applications in various fields, including healthcare systems, different engineering fields, and computer science. The popularity of HS urges us to provide a comprehensive survey of the literature on HS and its variants on health systems, analyze its strengths and weaknesses, and suggest future research directions. In this review paper, the current studies and uses of harmony search are studied in four main domains. (i) The variants of HS, including its modifications and hybridization. (ii) Summary of the previous review works. (iii) Applications of HS in healthcare systems. (iv) And finally, an operational framework is proposed for the applications of HS in healthcare systems. The main contribution of this review is intended to provide a thorough examination of HS in healthcare systems while also serving as a valuable resource for prospective scholars who want to investigate or implement this method.
Copyright © 2022 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Evolutionary algorithms; Harmony search; Health care; Medical applications; Meta-heuristics; Optimization

Mesh:

Year:  2022        PMID: 36100345     DOI: 10.1016/j.artmed.2022.102348

Source DB:  PubMed          Journal:  Artif Intell Med        ISSN: 0933-3657            Impact factor:   7.011


  1 in total

1.  Optimization and Predictive Modeling of Reinforced Concrete Circular Columns.

Authors:  Gebrail Bekdaş; Celal Cakiroglu; Sanghun Kim; Zong Woo Geem
Journal:  Materials (Basel)       Date:  2022-09-23       Impact factor: 3.748

  1 in total

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