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Metaheuristics for Data Clustering and Image Segmentation Capa dura - 2019
por Meera Ramadas; Ajith Abraham
Descrição da contracapa
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.
Detalhes
- Título Metaheuristics for Data Clustering and Image Segmentation
- Autor Meera Ramadas; Ajith Abraham
- Encadernação Capa dura
- Páginas 163
- Volumes 1
- Idioma ENG
- Editorial Springer
- Data de publicação 2019-01-31
- Ilustrado Sim
- Features Illustrated
- ISBN 9783030040963 / 3030040968
- Peso 0.94 libras (0.43 kg)
- Dimensão 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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- ISBN 10 / ISBN 13
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