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Rough-Neural Computing

Techniques for Computing with Words
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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.  
Release date NZ
October 23rd, 2012
Audience
  • Professional & Vocational
Contributors
  • Edited by Lech Polkowski
  • Edited by Sankar Kumar Pal
Edition
Softcover reprint of the original 1st ed. 2004
Illustrations
XXV, 736 p.
Pages
736
Dimensions
155x235x39
ISBN-13
9783642623288
Product ID
21690325

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