Metaheuristics for Data Clustering and Image Segmentation

Name: Metaheuristics for Data Clustering and Image Segmentation
SKU: 28485473
Price: 270.99 AUD
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Hardback

Series:

Intelligent Systems Reference Library

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Description

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.

Release date Australia

January 31st, 2019

Author

Audience

Professional & Vocational

Edition

1st ed. 2019

Illustrations

59 Illustrations, color; 19 Illustrations, black and white; IX, 163 p. 78 illus., 59 illus. in color.

Pages

163

Series

Intelligent Systems Reference Library

ISBN-13

9783030040963

Product ID

28485473

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