Developments in Soft Computing : Advances in Intelligent and Soft Computing - Robert John

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Developments in Soft Computing

By: Robert John (Editor), Ralph Birkenhead (Editor)

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Paperback | 8 May 2001

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248 Pages

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22.86 x 15.24 x 1.27

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Soft Computing has come of age. In particular, Artificial Neural Networks, Fuzzy Logic and Evolutionary Computing now play an important role in many domains where traditional techniques have been found wanting. As this volume confirms, hybrid solutions that combine more than one of the Soft Computing approaches are particularly successful in many problem areas. This volume contains papers presented at the International Conference on Recent Advances in Soft Computing 2000 at De Montfort University in Leicester. The contributions cover both theoretical developments and practical applications in the various areas of Soft Computing.

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Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Mathematics Mathematical Foundation Set Theory

Preface
Plenary Address
How Intelligent Can a Mobile Robot Be?	p. 3
Theoretical Development
Hybrid Heuristics for Optimal Design of Artificial Neural Networks	p. 15
Efficient Image Sequence Analysis Using Fuzzy Techniques	p. 23
Automatic Generation of Fuzzy Rule-based Models from Data by Genetic Algorithms	p. 31
Resemblance Relations and Fuzzy Weak Orderings	p. 41
Fuzzy Control System with B-operations	p. 48
Roughness Indicator Fuzzy Set	p. 56
Dynamic Recognition States for Chaotic Neural Networks	p. 62
A Neural Network Phoneme Classification Based on Wavelet Features	p. 73
Fuzzy Symptoms and a Decision Support Index for the Early Diagnosis of Confusable Diseases	p. 79
Finding Diverse Examples Using Genetic Algorithms	p. 92
Evolving User Profiles to Reduce Internet Information Overload	p. 100
Learning Fuzzy Classification Rules from Data	p. 108
Increasing Diversity in Genetic Algorithms	p. 116
Modelling Non-Numeric Linguistic Variables	p. 124
Application Exemplars
A Preliminary Fuzzy Model to Identify Abnormal Cervical Smears Using Fourier Transform Infrared Spectroscopy	p. 135
Application of Soft-Computing Techniques in Modelling of Buildings	p. 143
Neuro-Fuzzy Adaptive Strategies Applied to Power System Stabilization	p. 151
Using Genetic Algorithms to Incorporate Taste into Diets	p. 159
The Application of Fuzzy Logic and Genetic Algorithms to Oil Exploration	p. 167
Symbolic and Numerical Regression: Experiments and Applications	p. 175
G.A. Optimisation of PID Controllers - Optimal Fitness Functions	p. 183
Fuzzy Logic for Behaviour Co-ordination and Multi-Agent Formation in RoboCup	p. 191
A Hierarchical Fuzzy Genetic Multi-Agent Architecture for Intelligent Buildings Sensing and Control	p. 199
The Use of Evolutionary and Fuzzy Models for Oncological Prognosis	p. 207
Evolving Protein Similarity Scoring Matrices Using Differential Evolution	p. 216
A Machine Process Cost Estimate Utilising Genetic Algorithms	p. 224
Table of Contents provided by Publisher. All Rights Reserved.

Developments in Soft Computing

At a Glance

Paperback

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How to return your order

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