Critical study of type-2 fuzzy logic control from theory to applications: A state-of-the-art comprehensive survey
Autor: | F. Paul Nishanth, Saroj Kumar Dash, Soumya Ranjan Mahapatro |
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Jazyk: | angličtina |
Rok vydání: | 2024 |
Předmět: | |
Zdroj: | e-Prime: Advances in Electrical Engineering, Electronics and Energy, Vol 10, Iss , Pp 100771- (2024) |
Druh dokumentu: | article |
ISSN: | 2772-6711 |
DOI: | 10.1016/j.prime.2024.100771 |
Popis: | The review systematically explores the theoretical foundations of type-2 fuzzy sets and the associated mathematical frameworks of the advancements in type-2 fuzzy logic systems (T2-FLS), as well as a comprehensive overview of the state-of-the-art techniques and applications of type-2 fuzzy logic systems. The review's application-oriented section looks at a number of different areas where type-2 fuzzy logic has made a big difference. These areas include robotics, autonomous vehicle control, electric and electronic control, image processing, and railway control. This overview mainly discusses the past, present, and future trends in type-2 fuzzy logic applications. The primary contribution summarizes the most essential type-2 fuzzy logic research with theoretical and practical implications. This article will provide a critical path and a strong foundation for individuals interested in this field to pursue future research. |
Databáze: | Directory of Open Access Journals |
Externí odkaz: |
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