Computational Intelligence in Theory and Practice : Advances in Soft Computing - Bernd Reusch

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Computational Intelligence in Theory and Practice

By: Bernd Reusch (Editor), Karl-Heinz Temme (Editor)

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Paperback | 18 January 2001

At a Glance

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276 Pages

Dimensions(cm)
23.5 x 15.24 x 1.91

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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.

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Non-Fiction Computing & I.T.Computer Science Artificial Intelligence

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Non-Fiction Computing & I.T.Computer Science Artificial Intelligence

Preface
Contents
Fuzzy Logic Theory
A Fuzzy Set Approach to Case-Based Decision	p. 1
Proof Theory of Many-Valued Logic and Linear Optimization	p. 15
Triangular Norms - An Overview	p. 35
Rough Sets
A First View on the Alternatives of Fuzzy Set Theory	p. 55
Rough Sets and their Applications	p. 73
Generalizing the Explicit Concept of Rough Set on the Basis of Modal Logic	p. 93
Fuzzy Clustering
Probalistic Networks and Fuzzy Clustering as Generalizations of Naive Bayes Classifiers	p. 121
Granular Computing in Fuzzy Modeling and Data Mining	p. 139
Evolutionary Computation and Mathematical Programming	p. 167
Genetic Optimization of Fuzzy Classification Systems - A Case Study	p. 183
Fuzzy Data Models and Bases
Graduality and Databases: Some Contributions of Fuzzy Sets	p. 201
Fuzzy Retrieval of Object-Oriented Software Components	p. 221
Using Fuzzy Querying over the Internet to Browse through Information Resources	p. 235
Table of Contents provided by Blackwell. All Rights Reserved.

Computational Intelligence in Theory and Practice

At a Glance

Paperback

Shipping

How to return your order

Defective items

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