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DC Field | Value | Language |
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dc.contributor.author | Kozlov, O. | - |
dc.contributor.author | Kondratenko, Y. | - |
dc.contributor.author | Skakodub, O. | - |
dc.date.accessioned | 2023-07-27T10:35:08Z | - |
dc.date.available | 2023-07-27T10:35:08Z | - |
dc.date.issued | 2023 | - |
dc.identifier.issn | 14349922 | - |
dc.identifier.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163854329&doi=10.1007%2f978-3-031-23476-7_17&partnerID=40&mDOI: 10.1007/978-3-031-23476-7_17 | - |
dc.identifier.uri | https://link.springer.com/chapter/10.1007/978-3-031-23476-7_17 | - |
dc.identifier.uri | https://dspace.chmnu.edu.ua/jspui/handle/123456789/1202 | - |
dc.description | Kozlov, O., Kondratenko, Y., & Skakodub, O. (2023). Comparative Analysis of Parametric Optimization Techniques: Fuzzy DSS for Medical Diagnostics. In Recent Developments and the New Directions of Research, Foundations, and Applications, 423, (193-201). Cham: Springer Science and Business Media Deutschland GmbH. doi: 10.1007/978-3-031-23476-7_17 | uk_UA |
dc.description.abstract | This paper addresses the issues of the research and comparative analysis of the advanced bio-inspired techniques for parametric optimization of fuzzy systems (FS). Several modifications of particle swarm optimization (PSO) and grey wolf optimization (GWO) multi-agent algorithms, adapted for optimization of FS parameters, are compared with the conventional search methods. The studies and comparative analysis are conducted on a specific example, namely, at parametric optimization of the fuzzy decision support system (DSS) of Takagi-Sugeno type for the medical diagnostics. The obtained simulation results confirm the high efficiency of the presented bio-inspired optimization techniques, taking into account the achieved performance of the DSS and the spent computing costs. | uk_UA |
dc.language.iso | en | uk_UA |
dc.publisher | Springer Science and Business Media Deutschland GmbH | uk_UA |
dc.subject | Bio-inspired techniques | uk_UA |
dc.subject | Fuzzy decision support system | uk_UA |
dc.subject | Grey wolf optimization | uk_UA |
dc.subject | Medical diagnostics | uk_UA |
dc.subject | Parametric optimization | uk_UA |
dc.subject | Particle swarm optimization | uk_UA |
dc.title | Comparative Analysis of Parametric Optimization Techniques: Fuzzy DSS for Medical Diagnostics | uk_UA |
dc.type | Book chapter | uk_UA |
Appears in Collections: | Публікації науково-педагогічних працівників ЧНУ імені Петра Могили у БД Scopus |
Files in This Item:
File | Description | Size | Format | |
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Kozlov, O., Kondratenko, Y., Skakodub, O..pdf | 63.51 kB | Adobe PDF | View/Open |
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