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The book explores innovative methods for developing intelligent systems through type-2 fuzzy logic and soft computing techniques. It emphasizes the integration of type-2 fuzzy logic with traditional approaches like neural networks and genetic algorithms to enhance hybrid systems. Key applications discussed include real-world pattern recognition challenges such as face, fingerprint, and voice recognition, as well as intelligent control and manufacturing. Aimed at scientists and engineers, it serves as a comprehensive reference for applying these advanced techniques in various fields.
Nákup knihy
Type-2 Fuzzy Logic: Theory and Applications, Oscar Castillo, Patricia Melin
- Jazyk
- Rok vydania
- 2010
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- Titul
- Type-2 Fuzzy Logic: Theory and Applications
- Jazyk
- anglicky
- Autori
- Oscar Castillo, Patricia Melin
- Vydavateľ
- Springer Berlin Heidelberg
- Rok vydania
- 2010
- Väzba
- mäkká
- Počet strán
- 260
- ISBN13
- 9783642095139
- Kategórie
- Matematika
- Anotácia
- The book explores innovative methods for developing intelligent systems through type-2 fuzzy logic and soft computing techniques. It emphasizes the integration of type-2 fuzzy logic with traditional approaches like neural networks and genetic algorithms to enhance hybrid systems. Key applications discussed include real-world pattern recognition challenges such as face, fingerprint, and voice recognition, as well as intelligent control and manufacturing. Aimed at scientists and engineers, it serves as a comprehensive reference for applying these advanced techniques in various fields.