Verfügbarkeit: New concepts and applications in soft computing

New concepts and applications in soft computing:

The book provides a sample of research on the innovative theory and applications of soft computing paradigms. The idea of Soft Computing was initiated in 1981 when Professor Zadeh published his first paper on soft data analysis and constantly evolved ever since. Professor Zadeh defined Soft Computin...

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Bibliographische Detailangaben
Weitere Verfasser:	Balas, Valentina E. 1956- (HerausgeberIn), Fodor, János 1956- (HerausgeberIn), Várkonyi-Kóczy, Annamária R. 1957- (HerausgeberIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Berlin ; Heidelberg Springer [2013]
Schriftenreihe:	Studies in computational intelligence 417
Schlagworte:	Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Soft Computing Aufsatzsammlung
Online-Zugang:	DE-634 DE-Aug4 DE-573 DE-92 DE-898 DE-859 DE-863 DE-91 DE-706 Volltext Inhaltsverzeichnis Abstract
Zusammenfassung:	The book provides a sample of research on the innovative theory and applications of soft computing paradigms. The idea of Soft Computing was initiated in 1981 when Professor Zadeh published his first paper on soft data analysis and constantly evolved ever since. Professor Zadeh defined Soft Computing as the fusion of the fields of fuzzy logic (FL), neural network theory (NN) and probabilistic reasoning (PR), with the latter subsuming belief networks, evolutionary computing including DNA computing, chaos theory and parts of learning theory into one multidisciplinary system. As Zadeh said the essence of soft computing is that unlike the traditional, hard computing, soft computing is aimed at an accommodation with the pervasive imprecision of the real world. Thus, the guiding principle of soft computing is to exploit the tolerance for imprecision, uncertainty and partial truth to achieve tractability, robustness, low solution cost and better rapport with reality. In the final analysis, the role model for soft computing is the human mind. We hope that the reader will share our excitement and find our volume both useful and inspiring.
Beschreibung:	1 Online-Ressource (X, 217 Seiten) Illustrationen, Diagramme
ISBN:	9783642289590
DOI:	10.1007/978-3-642-28959-0

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Datensatz im Suchindex

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adam_text	NEW CONCEPTS AND APPLICATIONS IN SOFT COMPUTING / : 2013 TABLE OF CONTENTS / INHALTSVERZEICHNIS FROM THE CONTENT: COMBINED HAAR-HILBERT AND LOG-GABOR BASED IRIS ENCODERS SINGLE-STROKE CHARACTER RECOGNITION WITH FUZZY METHOD COLOR-BASED IMAGE RETRIEVAL APPROACHES USING A RELEVANCE FEEDBACK SCHEME REAL-VALUED IMPLICATION AS GENERALIZED BOOLEAN POLYNOMIAL VALUE GENERATOR OF MAXIMUM POWER POINT COORDINATES OF THE PHOTOVOLTAIC PANEL EXTERNAL CHARACTERISTIC SHADOWED FUZZY SETS: A FRAMEWORK WITH MORE FREEDOM DEGREES FOR HANDLING UNCERTAINTIES THAN INTERVAL TYPE-2 FUZZY SETS AND LOWER COMPUTATIONAL COMPLEXITY THAN GENERAL TYPE-2 FUZZY SETS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. NEW CONCEPTS AND APPLICATIONS IN SOFT COMPUTING / : 2013 ABSTRACT / INHALTSTEXT THE BOOK PROVIDES A SAMPLE OF RESEARCH ON THE INNOVATIVE THEORY AND APPLICATIONS OF SOFT COMPUTING PARADIGMS. THE IDEA OF SOFT COMPUTING WAS INITIATED IN 1981 WHEN PROFESSOR ZADEH PUBLISHED HIS FIRST PAPER ON SOFT DATA ANALYSIS AND CONSTANTLY EVOLVED EVER SINCE. PROFESSOR ZADEH DEFINED SOFT COMPUTING AS THE FUSION OF THE FIELDS OF FUZZY LOGIC (FL), NEURAL NETWORK THEORY (NN) AND PROBABILISTIC REASONING (PR), WITH THE LATTER SUBSUMING BELIEF NETWORKS, EVOLUTIONARY COMPUTING INCLUDING DNA COMPUTING, CHAOS THEORY AND PARTS OF LEARNING THEORY INTO ONE MULTIDISCIPLINARY SYSTEM. AS ZADEH SAID THE ESSENCE OF SOFT COMPUTING IS THAT UNLIKE THE TRADITIONAL, HARD COMPUTING, SOFT COMPUTING IS AIMED AT AN ACCOMMODATION WITH THE PERVASIVE IMPRECISION OF THE REAL WORLD. THUS, THE GUIDING PRINCIPLE OF SOFT COMPUTING IS TO EXPLOIT THE TOLERANCE FOR IMPRECISION, UNCERTAINTY AND PARTIAL TRUTH TO ACHIEVE TRACTABILITY, ROBUSTNESS, LOW SOLUTION COST AND BETTER RAPPORT WITH REALITY. IN THE FINAL ANALYSIS, THE ROLE MODEL FOR SOFT COMPUTING IS THE HUMAN MIND. WE HOPE THAT THE READER WILL SHARE OUR EXCITEMENT AND FIND OUR VOLUME BOTH USEFUL AND INSPIRING DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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series	Studies in computational intelligence
series2	Studies in computational intelligence
spellingShingle	New concepts and applications in soft computing Studies in computational intelligence Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Soft Computing (DE-588)4455833-8 gnd
subject_GND	(DE-588)4455833-8 (DE-588)4143413-4
title	New concepts and applications in soft computing
title_auth	New concepts and applications in soft computing
title_exact_search	New concepts and applications in soft computing
title_full	New concepts and applications in soft computing Valentina Emilia Balas, János Fodor and Annamária R. Várkonyi-Kóczy (eds.)
title_fullStr	New concepts and applications in soft computing Valentina Emilia Balas, János Fodor and Annamária R. Várkonyi-Kóczy (eds.)
title_full_unstemmed	New concepts and applications in soft computing Valentina Emilia Balas, János Fodor and Annamária R. Várkonyi-Kóczy (eds.)
title_short	New concepts and applications in soft computing
title_sort	new concepts and applications in soft computing
topic	Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Soft Computing (DE-588)4455833-8 gnd
topic_facet	Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Soft Computing Aufsatzsammlung
url	https://doi.org/10.1007/978-3-642-28959-0 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632844&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=028632844&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV020822171
work_keys_str_mv	AT balasvalentinae newconceptsandapplicationsinsoftcomputing AT fodorjanos newconceptsandapplicationsinsoftcomputing AT varkonyikoczyannamariar newconceptsandapplicationsinsoftcomputing

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