| Title:
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ROUGH-NEURAL COMPUTING
TECHNIQUES FOR COMPUTING WITH WORDS |
| By: |
Sankar Kumar Pal (Editor), Lech Polkowski (Editor) |
| Format: |
Hardback |
| List price:
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£179.99 |
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| ISBN 10: |
3540430598 |
| ISBN 13: |
9783540430599 |
| Publisher: |
SPRINGER-VERLAG BERLIN AND HEIDELBERG GMBH & CO. KG |
| Pub. date: |
22 September, 2003 |
| Edition: |
2004 ed. |
| Series: |
Cognitive Technologies |
| Pages: |
736 |
| Description: |
Soft computing comprises various paradigms dedicated to approximately solving real-world problems. Exploiting the potential and strength of both neural networks and rough sets, this book talks about rough-neurocomputing which is also related to the novel aspect of computing based on information granulation, in particular to computing with words. |
| 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. |
| Illustrations: |
79 Tables, black and white; XXV, 736 p. |
| Publication: |
Germany |
| Imprint: |
Springer-Verlag Berlin and Heidelberg GmbH & Co. K |
| Returns: |
Returnable |