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๐Ÿ“

Practical Applications of Computational Intelligence Techniques

โœ Scribed by A. Konar, L. C. Jain (auth.), Lakhmi Jain, Philippe De Wilde (eds.)


Publisher
Springer Netherlands
Year
2001
Tongue
English
Leaves
391
Series
International Series in Intelligent Technologies 16
Edition
1
Category
Library

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โœฆ Synopsis


Computational intelligence paradigms have attracted the growing interest of researchers, scientists, engineers and application engineers in a number of everyday applications. These applications are not limited to any particular field and include engineering, business, banking and consumer electronics. Computational intelligence paradigms include artificial intelligence, artificial neural networks, fuzzy systems and evolutionary computing. Artificial neural networks can mimic the biological information processing mechanism in a very limited sense. Evolutionary computing algorithms are used for optimisation applications, and fuzzy logic provides a basis for representing uncertain and imprecise knowledge.
Practical Applications of Computational Intelligence Techniques contains twelve chapters providing actual application of these techniques in the real world. Such examples include, but are not limited to, intelligent household appliances, aerial spray models, industrial applications and medical diagnostics and practice. This book will be useful to researchers, practicing engineers/scientists and students, who are interested in developing practical applications in a computational intelligence environment.

โœฆ Table of Contents


Front Matter....Pages i-xv
An Introduction to Computational Intelligence Paradigms....Pages 1-64
Networked Virtual Park....Pages 65-88
Commercial Coin Recognisers Using Neural and Fuzzy Techniques....Pages 89-120
Fuzzy Techniques in Intelligent Household Appliances....Pages 121-145
Neural Prediction in Industry: Increasing Reliability through Use of Confidence Measures and Model Combination....Pages 147-175
Handling the Back Calculation Problem in Aerial Spray Models Using a Genetic Algorithm....Pages 177-222
Genetic Algorithm Optimization of a Filament Winding Process Modeled in WITNESS....Pages 223-239
Genetic Algorithm for Optimizing the Gust Loads for Predicting Aircraft Loads and Dynamic Response....Pages 241-267
A Stochastic Dynamic Programming Technique for Property Market Timing....Pages 269-298
A Hybrid Approach to Breast Cancer Diagnosis....Pages 299-330
Artificial Neural Networks as a Computer Aid for Lung Disease Detection and Classification in Ventilation-Perfusion Lung Scans....Pages 331-353
Neural Network for Classification of Focal Liver Lesions in Ultrasound Images....Pages 355-378
Back Matter....Pages 379-381

โœฆ Subjects


Artificial Intelligence (incl. Robotics); Mathematical Logic and Foundations


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