Použití fuzzy přístupu k podpoře rozhodování v analýze sportovního výkonu

Ing. Šárka Křížková, BA

Disertační práce

Using a fuzzy approach to decision support in sports performance analysis

Abstract:

This study discusses the design and implementation of decision-making performance analysis. First, it defines fuzzy inference systems, why advanced tools are required to analyse them in the given frameworks, and what technologies are suited for modelling them. The advantages of the proposed models and the circumstances under which they should be implemented are discussed, outlining the models based on these frameworks. Additionally, the potential for forecasting the performance of athletes using multi-sport modelling is discussed. The outputs from the mathematical models are based on athlete performance data from the 2012, 2016, and 2020 Summer Olympics.This study aims to analyse and propose a method for the support of decision making as a part of the sports performance analysis. The mathematical methodology proposed uses the fuzzy approach based on the Mamdani–Assilan and Takagi–Sugeno–Kang fuzzy system theory. We created a fuzzy decision support system that can used in sports performance analysis. We similarly developed and optimised the fuzzy inference system for sport performance analysis in badminton using the Mamdani–Assilan and Takagi–Sugeno–Kang fuzzy approach.

Keywords

performance analysis, annual planning, decision making in sport, Mamdani–Assilan fuzzy system, Takagi–Sugeno–Kang fuzzy system

Jazyk práce: angličtina

Datum vytvoření / odevzdání či podání práce: 31. 5. 2022

Obhajoba závěrečné práce

• Obhajoba proběhla 21. 6. 2022
• Vedoucí: doc. Ing. Hana Tomášková, Ph.D.
• Oponent: prof. RNDr. Peter Mikulecký, Ph.D., Erfan Babaee Tirkolaee, Gerhard-Wilhelm Weber

Univerzita Hradec Králové

Fakulta informatiky a managementu

Doktorský studijní program / obor:
Systémové inženýrství a informatika / Informační a znalostní management