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Advanced parameter-setting-free harmony search algorithm
- Authors
- Jeong Y.-W.; Park S.-M.; Geem Z.W.; Sim K.-B.
- Issue Date
- Apr-2020
- Publisher
- MDPI AG
- Keywords
- Harmony search; Metaheuristic; Parameter setting free
- Citation
- Applied Sciences (Switzerland), v.10, no.7
- Journal Title
- Applied Sciences (Switzerland)
- Volume
- 10
- Number
- 7
- ISSN
- 2076-3417
2076-3417
- Abstract
- In this paper, we propose an advanced parameter-setting-free (PSF) scheme to solve the problem of setting the parameters for the harmony search (HS) algorithm. The use of the advanced PSF method solves the problems of the conventional PSF scheme that results from a large number of iterations and shows good results compared to fixing the parameters required for the HS algorithm. In addition, unlike the conventional PSF method, the advanced PSF method does not use additional memory. We expect the advanced PSF method to be applicable to various fields that use the HS algorithm because it reduces the memory utilization for operations while obtaining better results than conventional PSF schemes. © 2020 by the authors.
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