Soft Computing Applications in Optimization, Control, and Recognition

Soft Computing Applications in Optimization, Control, and Recognition
Author: Patricia Melin
Publisher: Springer
Total Pages: 341
Release: 2012-12-14
Genre: Technology & Engineering
ISBN: 3642353231

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Soft computing includes several intelligent computing paradigms, like fuzzy logic, neural networks, and bio-inspired optimization algorithms. This book describes the application of soft computing techniques to intelligent control, pattern recognition, and optimization problems. The book is organized in four main parts. The first part deals with nature-inspired optimization methods and their applications. Papers included in this part propose new models for achieving intelligent optimization in different application areas. The second part discusses hybrid intelligent systems for achieving control. Papers included in this part make use of nature-inspired techniques, like evolutionary algorithms, fuzzy logic and neural networks, for the optimal design of intelligent controllers for different kind of applications. Papers in the third part focus on intelligent techniques for pattern recognition and propose new methods to solve complex pattern recognition problems. The fourth part discusses new theoretical concepts and methods for the application of soft computing to many different areas, such as natural language processing, clustering and optimization.


Soft Computing Applications in Optimization, Control, and Recognition
Language: en
Pages: 341
Authors: Patricia Melin
Categories: Technology & Engineering
Type: BOOK - Published: 2012-12-14 - Publisher: Springer

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Soft computing includes several intelligent computing paradigms, like fuzzy logic, neural networks, and bio-inspired optimization algorithms. This book describe
Applications of Soft Computing
Language: en
Pages: 287
Authors: Erel Avineri
Categories: Computers
Type: BOOK - Published: 2008-12-28 - Publisher: Springer Science & Business Media

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Soft Computing is a complex of methodologies that includes artificial neural networks, genetic algorithms, fuzzy logic, Bayesian networks, and their hybrids. It
Soft Computing Approach to Pattern Recognition and Image Processing
Language: en
Pages: 371
Authors: Ashish Ghosh
Categories: Computers
Type: BOOK - Published: 2002 - Publisher: World Scientific

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This volume provides a collection of sixteen articles containing review and new material. In a unified way, they describe the recent development of theories and
Soft Computing in Industrial Applications
Language: en
Pages: 439
Authors: António Gaspar-Cunha
Categories: Technology & Engineering
Type: BOOK - Published: 2011-04-27 - Publisher: Springer Science & Business Media

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The 15th Online World Conference on Soft Computing in Industrial Applications, held on the Internet, constitutes a distinctive opportunity to present and discus
Soft Computing and Industry
Language: en
Pages: 862
Authors: Rajkumar Roy
Categories: Technology & Engineering
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Soft computing embraces various methodologies for the development of intelligent systems that have been successfully applied to a large number of real-world pro