Metaheuristics for Data Clustering and Image Segmentation (Intelligent Systems Reference Library, 152, Band 152) - Hardcover

Buch 123 von 188: Intelligent Systems Reference Library

Ramadas, Meera; Abraham, Ajith

 
9783030040963: Metaheuristics for Data Clustering and Image Segmentation (Intelligent Systems Reference Library, 152, Band 152)
Hardcover
ISBN 10: 3030040968 ISBN 13: 9783030040963
Verlag: Springer, 2019

Inhaltsangabe

In this book, differential evolution and its modified variants are applied to the clustering of data and images. Metaheuristics have emerged as potential algorithms for dealing with complex optimization problems, which are otherwise difficult to solve using traditional methods. In this regard, differential evolution is considered to be a highly promising technique for optimization and is being used to solve various real-time problems. The book studies the algorithms in detail, tests them on a range of test images, and carefully analyzes their performance. Accordingly, it offers a valuable reference guide for all researchers, students and practitioners working in the fields of artificial intelligence, optimization and data analytics.


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In this book, differential evolution and its modified variants are applied to the clustering of data and images. Metaheuristics have emerged as potential algorithms for dealing with complex optimization problems, which are otherwise difficult to solve using traditional methods. In this regard, differential evolution is considered to be a highly promising technique for optimization and is being used to solve various real-time problems. The book studies the algorithms in detail, tests them on a range of test images, and carefully analyzes their performance. Accordingly, it offers a valuable reference guide for all researchers, students and practitioners working in the fields of artificial intelligence, optimization and data analytics.


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Verlag
Springer
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
3030040968
ISBN 13 
9783030040963
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
172
Kontakt zum Hersteller
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Darmstadt
64293
Deutschland

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9783030040987: Metaheuristics for Data Clustering and Image Segmentation

Vorgestellte Ausgabe

ISBN 10:  3030040984 ISBN 13:  9783030040987
Verlag: Springer, 2019
Softcover