Rough-Neural Computing
Techniques for computing with words
(Sprache: Englisch)
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...
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Klappentext zu „Rough-Neural Computing “
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.
Inhaltsverzeichnis zu „Rough-Neural Computing “
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
Autoren-Porträt
Sankar K. Pal, PhD, is a Distinguished Scientist and founding head of the Machine Intelligence Unit at the Indian Statistical Institute, Calcutta. Professor Pal holds several PhDs and is a Fellow of the IEEE and IAPR.
Bibliographische Angaben
- 2004, 736 Seiten, 79 Schwarz-Weiß-Abbildungen, Maße: 16,7 x 24,4 cm, Gebunden, Englisch
- Herausgegeben: Sankar Kumar Pal, Lech Polkowski, Andrezej Skowron
- Verlag: Springer
- ISBN-10: 3540430598
- ISBN-13: 9783540430599
- Erscheinungsdatum: 22.09.2003
Sprache:
Englisch
Rezension zu „Rough-Neural Computing “
From the reviews:"This book (actually edited volume) presents recent advances in the area of rough neural computer from a wide konge (sic) of perspectives. ... The book contains a few introductory articles suitable to understand what the field of rough several computing is about." -- Jan Friso Groote, Zentralblatt MATH, Vol. 1040(9), 2004
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