Cover image for Rough-neural computing : techniques for computing with words
Title:
Rough-neural computing : techniques for computing with words
Publication Information:
New York, NY : Springer-Verlag, 2004
ISBN:
9783540430599

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30000010061216 QA76.9.S63 R68 2004 Open Access Book Book
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Summary

Summary

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.


Table of Contents

Preface
Part I Rough Sets, Granular Computing, and Rough-Neuro Computing - Foundations
Part 2 Hybrid Approaches
Part 3 Exemplary Application Areas
Part 4 Case Studies
Author Index
Subject Index