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Studies in Fuzziness and Soft Computing

Best Practice for Selection and Combination of Intelligent Methods

By: Bogdan Gabrys (Editor), Kauko LeiviskÃ¤ (Editor), Jens Strackeljan (Editor)

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Hardcover | 20 May 2005

At a Glance

Hardcover
384 Pages

Dimensions(cm)
23.5 x 16.51 x 2.54

Hardcover

$249.00

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Do Smart Adaptive Systems Exist? is intended as a reference and a guide summarising and focusing on best practices when using intelligent techniques and building systems requiring a degree of adaptation and intelligence.

It is therefore not intended as a collection of the most recent research results, but as a practical guide for experts from other areas and industrial users interested in building solutions to their problems using intelligent techniques. One of the main issues covered is an attempt to answer the question of how to select and/or combine suitable intelligent techniques from a large pool of potential solutions.

Another attractive feature of the book is that it brings together experts from neural network, fuzzy, machine learning, evolutionary and hybrid systems communities who will provide their views on how these different intelligent technologies have contributed and will contribute to creation of smart adaptive systems of the future.

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Paperback

Published: 21st October 2010

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Do Smart Adaptive Systems Exist?
Introduction
Problem Definition
From Applications to Methods
Data Preparation and Preprocessing
From Methods to Applications
Artificial Neural Networks
Machine Learning and Reinforcement Learning
Fuzzy Expert Systems
Learning Algorithms for Neuro-Fuzzy Systems
Hybrid Intelligent Systems. Evolving Intelligence in Hierarchical Layers
Evolving Connectionist Systems with Evolutionary Self-Optimisation
From Applications to Methods
Monitoring
Examples of Smart Adaptive Systems in Model-Based Diagnosis
Design of Adaptive Fuzzy Controllers
Optimal Design Synthesis of Component-based Systems using Intelligent Techniques
Intelligent Methods in Finance Applications. From Questions to Solutions
Neuro-Fuzzy Systems for Explaining Data Sets
Consistent, User Adaptable Solution to Data Mining
Adaptive Multimedia Retrieval. From Data to User Interaction
Table of Contents provided by Publisher. All Rights Reserved.

Studies in Fuzziness and Soft Computing

Best Practice for Selection and Combination of Intelligent Methods

At a Glance

Hardcover

Shipping

How to return your order

Defective items

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Other Editions and Formats

Paperback

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