Rough-Neural Computing : Techniques for computing with words

Sankar Kumar Pal

ISBN 10: 3540430598 / ISBN 13: 9783540430599

Editore: Springer, Berlin, Springer Berlin Heidelberg, Springer, 2003

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Neuware - 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.

Codice articolo 9783540430599

Dati bibliografici

• Titolo: Rough-Neural Computing : Techniques for computing with words
• Editore: Springer, Berlin, Springer Berlin Heidelberg, Springer
• Data di pubblicazione: 2003
• Lingua: Inglese
• ISBN 10: 3540430598
• ISBN 13: 9783540430599
• Rilegatura: Buch
• Condizione: Neu
• Dimensioni: 235 L x 188 A x 35 P (millimetri) 235 millimetri di larghezza per 188 millimetri di altezza per 35 millimetri di profondità
• Peso: 1170 grammi

Descrizione articolo

Riassunto

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.

 

Dalla quarta di copertina

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.