Metaheuristics for Data Clustering and Image Segmentation Hardcover - 2019
by Meera Ramadas; Ajith Abraham
From the rear 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.
Details
- Title Metaheuristics for Data Clustering and Image Segmentation
- Author Meera Ramadas; Ajith Abraham
- Binding Hardcover
- Pages 163
- Volumes 1
- Language ENG
- Publisher Springer
- Date 2019-01-31
- Illustrated Yes
- Features Illustrated
- ISBN 9783030040963 / 3030040968
- Weight 0.94 lbs (0.43 kg)
- Dimensions 9.21 x 6.14 x 0.44 in (23.39 x 15.60 x 1.12 cm)
- Dewey Decimal Code 006.3
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Metaheuristics for Data Clustering and Image Segmentation (Intelligent Systems Reference Library, 152)
by Ramadas, Meera
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Metaheuristics for Data Clustering and Image Segmentation
by Meera Ramadas
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