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Metaheuristics for Data Clustering and Image Segmentation

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Metaheuristics for Data Clustering and Image Segmentation - Ramadas, Meera, and Abraham, Ajith
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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 ...

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Metaheuristics for Data Clustering and Image Segmentation 2019, Springer Nature Switzerland AG, Cham

ISBN-13: 9783030040963

Hardcover