Rough-Neural Computing: Techniques for Computing with Words (Cognitive Technologies) - Hardcover

 
9783540430599: Rough-Neural Computing: Techniques for Computing with Words (Cognitive Technologies)
Hardcover
ISBN 10: 3540430598 ISBN 13: 9783540430599
Verlag: Springer, 2003

Inhaltsangabe

Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g. in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, genetic algorithms, and others.

It is well understood now in the soft computing community that hybrid approaches combining various paradigms are very promising approaches for solving complex problems. Exploiting the potential and strength of both neural networks and rough sets, this book is devoted to rough-neuro computing which is also related to the novel aspect of computing based on information granulation, in particular to computing with words. It provides foundational and methodological issues as well as applications in various fields.

 

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Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g., in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, and genetic algorithms.

It is well understood now in the soft computing community that hybrid approaches combining various paradigms provide very promising attempts to solving complex problems. Exploiting the potential and strength of both neural networks and rough sets, this book is devoted to rough-neurocomputing which is also related to the novel aspect of computing based on information granulation, in particular to computing with words. It provides foundational and methodological issues as well as applications in various fields.

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Verlag
Springer
Erscheinungsdatum
2003
Sprache
Englisch
ISBN 10 
3540430598
ISBN 13 
9783540430599
Einband
Gebundene Ausgabe
Anzahl der Seiten
761
Herausgeber
Pal Sankar Kumar, Polkowski Lech
Kontakt zum Hersteller
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Deutschland

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