Buch, Englisch, 328 Seiten, Format (B × H): 178 mm x 254 mm, Gewicht: 1940 g
Integrating Evolutionary, Neural, and Fuzzy Systems
Buch, Englisch, 328 Seiten, Format (B × H): 178 mm x 254 mm, Gewicht: 1940 g
ISBN: 978-3-540-42204-4
Verlag: Springer
Soft computing encompasses various computational methodologies, which, unlike conventional algorithms, are tolerant of imprecision, uncertainty, and partial truth. Soft computing technologies offer adaptability as a characteristic feature and thus permit the tracking of a problem through a changing environment. Besides some recent developments in areas like rough sets and probabilistic networks, fuzzy logic, evolutionary algorithms, and artificial neural networks are core ingredients of soft computing, which are all bio-inspired and can easily be combined synergetically.
This book presents a well-balanced integration of fuzzy logic, evolutionary computing, and neural information processing. The three constituents are introduced to the reader systematically and brought together in differentiated combinations step by step. The text was developed from courses given by the authors and offers numerous illustrations as
This book presents a well-balanced integration of fuzzy logic, evolutionary computing, and neural information processing. The three constituents are introduced to the reader systematically and brought together in differentiated combinations step by step. The text was developed from courses given by the authors and offers numerous illustrations as
Tettamanzi / Tomassini
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Zielgruppe
Professional/practitioner
Fachgebiete
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
- Technische Wissenschaften Technik Allgemein Computeranwendungen in der Technik
- Mathematik | Informatik EDV | Informatik Professionelle Anwendung Computer-Aided Design (CAD)
- Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Wissenschaft & Technologie
- Mathematik | Informatik EDV | Informatik Informatik Logik, formale Sprachen, Automaten
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Fuzzy-Systeme
- Wirtschaftswissenschaften Wirtschaftswissenschaften Unternehmensgeschichte, Einzelne Branchen und Unternehmer
- Mathematik | Informatik Mathematik Mathematik Allgemein Mathematische Logik
Weitere Infos & Material
1 Evolutionary Algorithms.- 2 Artificial Neural Networks.- 3 Fuzzy Systems.- 4 Evolutionary Design of Artificial Neural Networks.- 5 Evolutionary Design of Fuzzy Systems.- 6 Neuro-fuzzy Systems.- 7 Fuzzy Evolutionary Algorithms.- 8 Natural Parallel (Soft) Computing.- 9 Epilogue.
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