Soft computing applications in optimization, control, and recognition:
<p>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...
Gespeichert in:
Weitere Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Berlin [u.a.]
Springer
2013
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Schriftenreihe: | Studies in fuzziness and soft computing
294 |
Schlagworte: | |
Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract |
Zusammenfassung: | <p>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.</p> |
Beschreibung: | Part I Optimization Methods and Applications -- Part II Soft Computing in Intelligent Control Applications -- Part III Soft Computing in Pattern Recognition Applications -- Part IV Soft Computing: Theory and new Models |
Beschreibung: | 1 Online-Ressource (XII, 388 p. 203 illus) |
ISBN: | 9783642353239 |
DOI: | 10.1007/978-3-642-35323-9 |
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Datensatz im Suchindex
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adam_text | SOFT COMPUTING APPLICATIONS IN OPTIMIZATION, CONTROL, AND RECOGNITION
/
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PART I OPTIMIZATION METHODS AND APPLICATIONS
PART II SOFT COMPUTING IN INTELLIGENT CONTROL APPLICATIONS
PART III SOFT COMPUTING IN PATTERN RECOGNITION APPLICATIONS
PART IV SOFT COMPUTING: THEORY AND NEW MODELS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
SOFT COMPUTING APPLICATIONS IN OPTIMIZATION, CONTROL, AND RECOGNITION
/
: 2013
ABSTRACT / INHALTSTEXT
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
any_adam_object | 1 |
author2 | Melin, Patricia 1962- |
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dewey-ones | 006 - Special computer methods |
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dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
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language | English |
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physical | 1 Online-Ressource (XII, 388 p. 203 illus) |
psigel | ZDB-2-ENG |
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publishDateSort | 2013 |
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series | Studies in fuzziness and soft computing |
series2 | Studies in fuzziness and soft computing |
spellingShingle | Soft computing applications in optimization, control, and recognition Studies in fuzziness and soft computing Ingenieurwissenschaften Künstliche Intelligenz Engineering Artificial intelligence Optical pattern recognition Mustererkennung (DE-588)4040936-3 gnd Regelung (DE-588)4048971-1 gnd Soft Computing (DE-588)4455833-8 gnd Optimierungsproblem (DE-588)4390818-4 gnd |
subject_GND | (DE-588)4040936-3 (DE-588)4048971-1 (DE-588)4455833-8 (DE-588)4390818-4 (DE-588)4143413-4 |
title | Soft computing applications in optimization, control, and recognition |
title_auth | Soft computing applications in optimization, control, and recognition |
title_exact_search | Soft computing applications in optimization, control, and recognition |
title_full | Soft computing applications in optimization, control, and recognition Patricia Melin ... (eds.) |
title_fullStr | Soft computing applications in optimization, control, and recognition Patricia Melin ... (eds.) |
title_full_unstemmed | Soft computing applications in optimization, control, and recognition Patricia Melin ... (eds.) |
title_short | Soft computing applications in optimization, control, and recognition |
title_sort | soft computing applications in optimization control and recognition |
topic | Ingenieurwissenschaften Künstliche Intelligenz Engineering Artificial intelligence Optical pattern recognition Mustererkennung (DE-588)4040936-3 gnd Regelung (DE-588)4048971-1 gnd Soft Computing (DE-588)4455833-8 gnd Optimierungsproblem (DE-588)4390818-4 gnd |
topic_facet | Ingenieurwissenschaften Künstliche Intelligenz Engineering Artificial intelligence Optical pattern recognition Mustererkennung Regelung Soft Computing Optimierungsproblem Aufsatzsammlung |
url | https://doi.org/10.1007/978-3-642-35323-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025941991&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025941991&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
volume_link | (DE-604)BV020843944 |
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