Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition
This book describes hybrid intelligent systems using type-2 fuzzy logic and modular neural networks for pattern recognition applications. Hybrid intelligent systems combine several intelligent computing paradigms, including fuzzy logic, neural networks, and bio-inspired optimization algorithms, which can be used to produce powerful pattern recognition systems. Type-2 fuzzy logic is an extension of traditional type-1 fuzzy logic that enables managing higher levels of uncertainty in complex real world problems, which are of particular importance in the area of pattern recognition. The book is organized in three main parts, each containing a gro…
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Produktdetails
- ISBN: 978-3-642-24138-3
- EAN: 9783642241383
- Produktnummer: 11828145
- Verlag: Springer-Verlag GmbH
- Sprache: Englisch
- Erscheinungsjahr: 2011
- Seitenangabe: 214 S.
- Masse: H24.1 cm x B16.0 cm x D1.8 cm 547 g
- Abbildungen: Book; 84 schwarz-weiße und 67 farbige Abbildungen
- Reihenbandnummer: 389
- Gewicht: 547
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