Computational Intelligence in Theory and Practice

✍ Scribed by Didier Dubois, Henri Prade (auth.), Prof. Dr. Bernd Reusch, Dr. Karl-Heinz Temme (eds.)

Publisher: Physica-Verlag Heidelberg
Year: 2001
Tongue: English
Leaves: 264
Series: Advances in Soft Computing 8
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

Computational Intelligence with its roots in Fuzzy Logic, Neural Networks and Evolutionary Algorithms has become an important research and application field in computer science in the last decade. Methodologies from these areas and combinations of them enable users from engineering, business, medicine and many more branches to capture and process vague, incomplete, uncertain and imprecise data and knowledge. Many algorithms and tools have been developed to solve problems in the realms of high and low level control, information processing, diagnostics, decision support, classification, optimisation and many more. This book tries to show the impact and feedback between theory and applications of Computational Intelligence, highlighted on selected examples.

✦ Table of Contents

Front Matter....Pages I-VIII
A Fuzzy Set Approach to Case-Based Decision....Pages 1-13
Proof Theory of Many-Valued Logic and Linear Optimization....Pages 15-33
Triangular Norms — An Overview....Pages 35-54
A First View on the Alternatives of Fuzzy Set Theory....Pages 55-71
Rough Sets and their Applications....Pages 73-91
Generalizing the Explicit Concept of Rough Set on the Basis of Modal Logic....Pages 93-120
Probalistic Networks and Fuzzy Clustering as Generalizations of Naive Bayes Classifiers....Pages 121-138
Granular Computing in Fuzzy Modeling and Data Mining....Pages 139-166
Evolutionary Computation and Mathematical Programming....Pages 167-182
Genetic Optimization of Fuzzy Classification Systems — A Case Study....Pages 183-200
Graduality and Databases: Some Contributions of Fuzzy Sets....Pages 201-219
Fuzzy Retrieval of Object-Oriented Software Components....Pages 221-233
Using Fuzzy Quering over the Internet to Browse through Information Resources....Pages 235-262

✦ Subjects

Artificial Intelligence (incl. Robotics)

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