Soft Computing Based Modeling in Intelligent Systems

ISBN 10: 364210147X / ISBN 13: 9783642101472

Editore: Springer, 2010

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pp. 216.

Codice articolo 263061812

Dati bibliografici

• Titolo: Soft Computing Based Modeling in Intelligent Systems
• Editore: Springer
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 364210147X
• ISBN 13: 9783642101472
• Rilegatura: Brossura
• Condizione: New

Descrizione articolo

Riassunto

Fuzzy systems, neural networks and evolutionary computation, considered as related to AI, combine flexibility and robustness, and are now widely used to build intelligent systems. This book covers soft computing implementations of intelligent systems models.

Dalla quarta di copertina

The book includes soft computing implementations of intelligent systems models. The recent popularity of fuzzy systems, neural networks and evolutionary computation, considered as related in AI, are now widely used to build intelligent systems. Professor Lotfi A. Zadeh has suggested the term "Soft Computing" for all new techniques working in these new areas of AI. Soft Computing techniques are tolerant to imprecision, uncertainty and partial truth. Due to the large variety and complexity of the domain, the constituting methods of Soft Computing are not competing for a comprehensive ultimate solution. Instead they are complementing each other, for dedicated solutions adapted to each specific problem. Hundreds of concrete applications are already available in many domains. Model based approaches offer a very challenging way to integrate a priori knowledge into procedures. Due to their flexibility, robustness, and easy interpretability, the soft computing applications will continue to have an exceptional role in our technologies.