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portada Rough-Neural Computing: Techniques for Computing With Words (Cognitive Technologies)
Type
Physical Book
Publisher
Author
Language
English
Pages
736
Format
Paperback
ISBN13
9783642623288

Rough-Neural Computing: Techniques for Computing With Words (Cognitive Technologies)

Pal Sankar Kumar,Polkowski Lech (Author) · Springer Verlag Gmbh · Paperback

Rough-Neural Computing: Techniques for Computing With Words (Cognitive Technologies) - Pal Sankar Kumar,Polkowski Lech

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Synopsis "Rough-Neural Computing: Techniques for Computing With Words (Cognitive Technologies)"

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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