Rough-Neuro-Computing by Sankar Kumar Pal, Lech Polkowski epub pdf fb2

Title: Rough-Neuro-Computing
Author: Sankar Kumar Pal, Lech Polkowski
ISBN10: 3540430598
ISBN13: 978-3540430599
Publisher: Springer; 2004 edition (November 13, 2003)
Language: English
Subcategory: Computer Science
Size PDF: 1447 kb
Size Fb2: 1879 kb
Rating: 4.2/5
Votes: 446
Pages: 736 pages
Other Format: lit lrf mobi docx

Rough-Neuro-Computing by Sankar Kumar Pal, Lech Polkowski

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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, 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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