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Recent Advances on Hybrid Approaches for Designing Intelligent Systems (Paperback, Softcover reprint of the original 1st ed. 2014)
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Recent Advances on Hybrid Approaches for Designing Intelligent Systems (Paperback, Softcover reprint of the original 1st ed. 2014)
Series: Studies in Computational Intelligence, 547
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This book describes recent advances on hybrid intelligent systems
using soft computing techniques for diverse areas of application,
such as intelligent control and robotics, pattern recognition, time
series prediction and optimization complex problems. Soft Computing
(SC) consists of several intelligent computing paradigms, including
fuzzy logic, neural networks and bio-inspired optimization
algorithms, which can be used to produce powerful hybrid
intelligent systems. The book is organized in five main parts,
which contain a group of papers around a similar subject. The first
part consists of papers with the main theme of type-2 fuzzy logic,
which basically consists of papers that propose new models and
applications for type-2 fuzzy systems. The second part contains
papers with the main theme of bio-inspired optimization algorithms,
which are basically papers using nature-inspired techniques to
achieve optimization of complex optimization problems in diverse
areas of application. The third part contains papers that deal with
new models and applications of neural networks in real world
problems. The fourth part contains papers with the theme of
intelligent optimization methods, which basically consider the
proposal of new methods of optimization to solve complex real world
optimization problems. The fifth part contains papers with the
theme of evolutionary methods and intelligent computing, which are
papers considering soft computing methods for applications related
to diverse areas, such as natural language processing, recommending
systems and optimization.
General
Imprint: |
Springer International Publishing AG
|
Country of origin: |
Switzerland |
Series: |
Studies in Computational Intelligence, 547 |
Release date: |
September 2016 |
First published: |
2014 |
Editors: |
Oscar Castillo
• Patricia Melin
• Witold Pedrycz
• Janusz Kacprzyk
|
Dimensions: |
235 x 155 x 37mm (L x W x T) |
Format: |
Paperback
|
Pages: |
721 |
Edition: |
Softcover reprint of the original 1st ed. 2014 |
ISBN-13: |
978-3-319-38274-6 |
Categories: |
Books >
Computing & IT >
General
Promotions
|
LSN: |
3-319-38274-8 |
Barcode: |
9783319382746 |
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