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Fuzzy Logic: A Spectrum of Theoretical and Practical Issues
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Type.................: Ebook
Part Size............: 13,305,317 bytes
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This book exclusively surveys the active on-going research of the current
maturity of fuzzy logic over the last four decades. Many world leaders of fuzzy
logic have enthusiastically contributed their best research results into five
theoretical, philosophical and fundamental sub areas and nine distinctive
applications, including two PhD dissertations from two world class universities
dealing with cutting-edge research areas of bioinformatics and geological
science. Beyond the scope of survey and collection of the book, one important
spin off is the emerging and recognition of a major scientific paradigm shift
from the conventional mathematics to the mathematics of uncertainty, which
arguably holds the key to solving very difficult and complex problems in
biological and social sciences alike. The book, loaded with historical
perspective, creative thinking, critical reviewing, and uniquely constructed
strategy for future growth of this dynamic research area, is an invaluable
resource for active researchers at all levels, university administrators,
foundation directors, funding agency program chiefs, research & development
planners and technological assessors.
Table Of Contents
Foreword . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . .VII
Preface XI
List of Contributors XIII
Why Fuzzy Logic? – A Spectrum of Theoretical and Pragmatics Issues 1
On Fuzzy Set Theories 15
Uninorm Basics 49
Structural Interpolation and Approximation with Fuzzy Relations: A Study in
Knowledge Reuse 65
On Fuzzy Logic and Chaos Theory — From an Engineering Perspective 79
Upper and Lower Values for the Level of Fuzziness in FCM 99
Mathematical Modeling of Natural Phenomena: A Fuzzy Logic Approach 113
Mathematical Fuzzy Logic in Modeling of Natural Language
Semantics 135
Analytical Theory of Fuzzy IF-THEN Rules with Compositional Rule of Inference
173
Fuzzy Logic and Ontology-based Information Retrieval 193
Real-World Fuzzy Logic Applications in Data Mining and Information Retrieval 219
Gene Regulatory Network Modeling: A Data Driven Approach 249
An Abstract Approach Toward the Evaluation of Fuzzy Rule Systems 281
Nuclear Reactor Power Control Using State Feedback with Fuzzy Logic 299
The Fusion of Genetic Algorithms and Fuzzy Classification for Transient
Identification 317
The Role of Fuzziness in Decision Making 337
Fuzzy Linear Bilevel Optimization: Solution Concepts, Approaches and
Applications 351
Fuzzy Predictive Earth Analysis Constrained by Heuristics Applied to
Stratigraphic Modeling 381
Fuzzy Logic for Modeling the Management of Technology 431
Index 457
Product Details
* ISBN: 3540712577
* ISBN-13: 9783540712572
* Format: Hardcover
* Publisher: Springer-Verlag New York, LLC
* Pub. Date: June 2007
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