International Journal of Pattern Recognition and Artificial IntelligenceN. H. Siddique and H. Adeli, "Harmony search algorithm and its variants," IJPRAI, vol. 29, no. 8, 2015.Siddique, N. and Adeli, H. 2015a. Harmony search algorithm and its variants, International Journal of Pattern...
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 ...
In this research, a comparison is made with the original HS algorithm, and with its improved version (i.e. IHS), finding that the proposed variants not only reduce convergence time of the algorithm, but they also increase its precision. Some commonly used benchmark functions were used as a...
Since only a few works have addressed such shortcoming by means of meta-heuristic-based optimiza- tion, in this paper we introduce the Harmony Search algorithm and some of its variants for CNN optimization, being the proposed approach vali- dated in the context of fingerprint and handwritten ...
self-adaptive variantsIHSimproved harmony searchstatistical test resultsThe harmony search algorithm is a music-inspired optimization technology and has been successfully applied to diverse scientific and engineering problems. However, like other metaheuristic algorithms, it still faces two difficulties: ...
stateoftheartharmonysearchvariants.Moreover,SHSOCcansolvetheoptimizationproblemsofthe heatexchangerandthespeedreducerdesign,andtheresultsshowthatSHSOCisbetterthananyother algorithm. 第27卷 第4期 模式识别与人工智能 Vol.27 No.4 2014年4月 PR&AI Apr. 2014 KeyWords AdaptiveBandwidthAdjustment,OpposedLearning,...
An improved harmony search algorithm and its application in function optimization. Journal of Information Processing Systems 14(5), 2018.Search in Google Scholar [72] Ayad Mashaan Turky and Salwani Abdullah. A multi-population harmony search algorithm with external archive for dynamic optimization ...
The 3rd International Conference on the Harmony Search Algorithm (ICHSA 2017) will be held in Bilbao (Bizkaia, Basque Country, Spain), a beautiful venue internationally recognized for business, trading and its devotion to first-level R&D, as buttressed by more than two hundred technology-based ...
Genome-wide association study is especially challenging in detecting high-order disease-causing models due to model diversity, possible low or even no marginal effect of the model, and extraordinary search and computations. In this paper, we propose a niche harmony search algorithm where joint entrop...
Tuo et al. proposed three harmony search (HS)-based epistatic detection algorithms (FHSA-SED [30], NHSA-DHSC [31], and MP-HS-DHSI [32]) because of the performance advantages of HS, such as its powerful exploration ability and fast speed. HS is a very simple optimization algorithm that ...