Coverart for item
The Resource Recent advances on hybrid approaches for designing intelligent systems, Oscar Castillo, Patricia Melin, Witold Pedrycz, Janusz Kacprzyk, editors, (electronic book)

Recent advances on hybrid approaches for designing intelligent systems, Oscar Castillo, Patricia Melin, Witold Pedrycz, Janusz Kacprzyk, editors, (electronic book)

Label
Recent advances on hybrid approaches for designing intelligent systems
Title
Recent advances on hybrid approaches for designing intelligent systems
Statement of responsibility
Oscar Castillo, Patricia Melin, Witold Pedrycz, Janusz Kacprzyk, editors
Contributor
Editor of compilation
Subject
Language
eng
Summary
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
Member of
Cataloging source
GW5XE
Dewey number
006.3
Illustrations
illustrations
Index
no index present
LC call number
QA76.9.S63
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorDate
1959-
http://library.link/vocab/relatedWorkOrContributorName
Castillo, Oscar
Series statement
Studies in Computational Intelligence,
Series volume
volume 547
http://library.link/vocab/subjectName
  • Soft computing
  • Artificial intelligence
  • Fuzzy logic
Label
Recent advances on hybrid approaches for designing intelligent systems, Oscar Castillo, Patricia Melin, Witold Pedrycz, Janusz Kacprzyk, editors, (electronic book)
Instantiates
Publication
Antecedent source
unknown
Color
multicolored
Contents
Part I. Type-2 Fuzzy Logic -- Part II. Bio-Inspired Algorithms -- Part III. Neural Networks -- Part IV. Optimization Methods and Applications -- Part V. Evolutionary and Intelligent Methods
Control code
SPR876737158
Dimensions
unknown
Extent
1 online resource (xii, 721 pages)
File format
unknown
Form of item
online
Isbn
9783319051697
Level of compression
unknown
Other control number
10.1007/978-3-319-05170-3
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic resource.
Sound
unknown sound
Specific material designation
remote
Label
Recent advances on hybrid approaches for designing intelligent systems, Oscar Castillo, Patricia Melin, Witold Pedrycz, Janusz Kacprzyk, editors, (electronic book)
Publication
Antecedent source
unknown
Color
multicolored
Contents
Part I. Type-2 Fuzzy Logic -- Part II. Bio-Inspired Algorithms -- Part III. Neural Networks -- Part IV. Optimization Methods and Applications -- Part V. Evolutionary and Intelligent Methods
Control code
SPR876737158
Dimensions
unknown
Extent
1 online resource (xii, 721 pages)
File format
unknown
Form of item
online
Isbn
9783319051697
Level of compression
unknown
Other control number
10.1007/978-3-319-05170-3
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic resource.
Sound
unknown sound
Specific material designation
remote

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