Cognitive Technologies: Techniques for Computing with Words

Pal, Sankar Kumar; Polkowski, Lech

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.

Details

Published by: Springer

Publication Date: 2012-10-23

Format: Paperback

ISBN-13: 9783642623288

DOI: 10.1007/978-3-642-18859-6

Dimensions: 235cm x155cm

Pages: 736