| Rough-Neural Computing: Techniques for Computing with Words 2004 Edition Contributor(s): Pal, Sankar Kumar (Editor), Polkowski, Lech (Editor) |
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ISBN: 3540430598 ISBN-13: 9783540430599 Publisher: Springer OUR PRICE: $161.49 Product Type: Hardcover Published: September 2003 Annotation: 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. |
| Additional Information |
| BISAC Categories: - Computers | Programming - General - Computers | Computer Vision & Pattern Recognition - Computers | Information Technology |
| Dewey: 005.131 |
| LCCN: 2002030320 |
| Series: Cognitive Technologies |
| Physical Information: 1.28" H x 6.26" W x 9.4" (2.58 lbs) 736 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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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