ENGLISH

Rough-Neural Computing: Techniques for Computing with Words

By Zdzisław Pawlak (auth.) , Prof. Dr. Sankar K. Pal , Prof. Dr. Lech Polkowski , Prof. Dr. Andrzej Skowron (eds.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2004
ISBN
978-3-642-62328-8, 978-3-642-18859-6
DOI
10.1007/978-3-642-18859-6
Language
english
Format
PDF
Filesize
19 MB (20220060 bytes)
Series
Cognitive Technologies
Edition
1
Pages
736\740
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Artificial Intelligence (incl. Robotics); Pattern

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, 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.

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