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.
翻译:流行的计量经济学搜索算法之一是和谐搜索(HS)。已经证实,HS由于其平衡的探索和趋同行为及其简单而灵活的结构,可以找到优化问题的解决办法。这种能力使算法更适合应用于各个领域的若干现实应用领域,包括保健系统、不同的工程领域和计算机科学。HS的流行促使我们提供关于HS及其关于保健系统的变体的文献的全面调查,分析其优缺点,并提出今后的研究方向。本审查文件中,对目前对和谐搜索的研究和利用在四个主要领域进行了研究。 (一) HS的变种,包括其修改和混合。 (二) 以前的审查工作摘要。 (三) HS在保健系统中的应用。最后,为HS在保健系统中的应用提出了一个操作框架。这次审查的主要贡献是,对保健系统中的HS进行彻底审查,同时作为希望调查或采用这种方法的潜在学者的宝贵资源。