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Metaheuristics for Data Clustering and Image Segmentation: 152 (Intelligent Systems Reference Library, 152) - Hardcover
Book 123 of 188: Intelligent Systems Reference Library
Synopsis
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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From the Back Cover
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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Metaheuristics for Data Clustering and Image Segmentation (eng)
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Metaheuristics for Data Clustering and Image Segmentation (Intelligent Systems Reference Library, 152)
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Metaheuristics for Data Clustering and Image Segmentation
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Springer International Publishing Jan 2019, 2019
ISBN 10: 3030040968
ISBN 13: 9783030040963
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 176 pp. Englisch. Seller Inventory # 9783030040963
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Metaheuristics for Data Clustering and Image Segmentation
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Metaheuristics For Data Clustering And
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Metaheuristics for Data Clustering and Image Segmentation
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents recent research on metaheuristics for data clustering and image segmentation Includes a detailed study of the differential evolution and flower pollination algorithms Written primarily for academic researchers who are intere. Seller Inventory # 256846973
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