Metaheuristics for Data Clustering and Image Segmentation

Author:   Meera Ramadas ,  Ajith Abraham
Publisher:   Springer Nature Switzerland AG
Edition:   1st ed. 2019
Volume:   152
ISBN:  

9783030040963


Pages:   163
Publication Date:   31 January 2019
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Metaheuristics for Data Clustering and Image Segmentation


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Overview

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.

Full Product Details

Author:   Meera Ramadas ,  Ajith Abraham
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2019
Volume:   152
Weight:   0.454kg
ISBN:  

9783030040963


ISBN 10:   3030040968
Pages:   163
Publication Date:   31 January 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- METAHEURISTICS AND DATA CLUSTERING.- REVISED MUTATION STRATEGY FOR DIFFERENTIAL EVOLUTION ALGORITHM.- SEARCH  strategy Flower Pollination Algorithm with Differential Evolution. 

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