Rough-Neural Computing : Techniques for computing with words

Sankar Kumar Pal

ISBN 10: 3540430598 / ISBN 13: 9783540430599

Edité par Springer, Berlin, Springer Berlin Heidelberg, Springer, 2003

A propos de cet article

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.

N° de réf. du vendeur 9783540430599

Détails bibliographiques

• Titre: Rough-Neural Computing : Techniques for computing with words
• Éditeur: Springer, Berlin, Springer Berlin Heidelberg, Springer
• Date de parution: 2003
• Langue: anglais
• ISBN à 10 chiffres: 3540430598
• ISBN à 13 chiffres: 9783540430599
• Reliure: Buch
• État de l'article: Neu
• Dimensions: 235 L x 188 H x 35 P (en millimètres) 235 millimètres de largeur par 188 millimètres de hauteur par 35 millimètres de profondeur
• Poids: 1170 grammes

A propos de ce titre

Synopsis

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.