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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.
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Type-2 Fuzzy Logic: Theory and Applications, Oscar Castillo, Patricia Melin
- Language
- Released
- 2010
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- Title
- Type-2 Fuzzy Logic: Theory and Applications
- Language
- English
- Authors
- Oscar Castillo, Patricia Melin
- Publisher
- Springer Berlin Heidelberg
- Publisher
- 2010
- Format
- Paperback
- Pages
- 260
- ISBN13
- 9783642095139
- Category
- Mathematics
- Description
- 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.