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New Concepts and Applications in Soft Computing (Studies in Computational Intelligence, 417) - Hardcover
Synopsis
The book provides a sample of research on the innovative theory and applications of soft computing paradigms.
The idea of Soft Computing was initiated in 1981 when Professor Zadeh published his first paper on soft data analysis and constantly evolved ever since. Professor Zadeh defined Soft Computing as the fusion of the fields of fuzzy logic (FL), neural network theory (NN) and probabilistic reasoning (PR), with the latter subsuming belief networks, evolutionary computing including DNA computing, chaos theory and parts of learning theory into one multidisciplinary system. As Zadeh said the essence of soft computing is that unlike the traditional, hard computing, soft computing is aimed at an accommodation with the pervasive imprecision of the real world. Thus, the guiding principle of soft computing is to exploit the tolerance for imprecision, uncertainty and partial truth to achieve tractability, robustness, low solution cost and better rapport with reality. In the final analysis, the role model for soft computing is the human mind.
We hope that the reader will share our excitement and find our volume both useful and inspiring.
"synopsis" may belong to another edition of this title.
- PublisherSpringer
- Publication date2012
- ISBN 10 3642289584
- ISBN 13 9783642289583
- BindingHardcover
- LanguageEnglish
- Number of pages232
- EditorBalas Valentina Emilia, Fodor János, Várkonyi-Kóczy Annamária R.
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New Concepts and Applications in Soft Computing (Studies in Computational Intelligence, 417)
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New Concepts and Applications in Soft Computing
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New Concepts and Applications in Soft Computing
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ISBN 10: 3642289584
ISBN 13: 9783642289583
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - The book provides a sample of research on the innovative theory and applications of soft computing paradigms. The idea of Soft Computing was initiated in 1981 when Professor Zadeh published his first paper on soft data analysis and constantly evolved ever since. Professor Zadeh defined Soft Computing as the fusion of the fields of fuzzy logic (FL), neural network theory (NN) and probabilistic reasoning (PR), with the latter subsuming belief networks, evolutionary computing including DNA computing, chaos theory and parts of learning theory into one multidisciplinary system. As Zadeh said the essence of soft computing is that unlike the traditional, hard computing, soft computing is aimed at an accommodation with the pervasive imprecision of the real world. Thus, the guiding principle of soft computing is to exploit the tolerance for imprecision, uncertainty and partial truth to achieve tractability, robustness, low solution cost and better rapport with reality. In the final analysis, the role model for soft computing is the human mind. We hope that the reader will share our excitement and find our volume both useful and inspiring. Seller Inventory # 9783642289583
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New Concepts and Applications in Soft Computing
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ISBN 10: 3642289584
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. State of the art of Soft Computing New concepts and applications in Soft ComputingWritten by leading experts in this fieldIncludes recent theoretical foundations and practical applications as extended works presented in the International Wo. Seller Inventory # 5055740
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New Concepts and Applications in Soft Computing
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