Metaheuristics for Data Clustering and Image Segmentation

Name: Metaheuristics for Data Clustering and Image Segmentation
Author: Meera Ramadas

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Gebonden, blz. | Engels

Springer International Publishing | e druk, 2019

ISBN13: 9783030040963

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Springer International Publishing e druk, 2019 9783030040963

Onderdeel van serie Intelligent Systems Reference Library

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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 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.

Specificaties

ISBN13:9783030040963

Taal:Engels

Bindwijze:gebonden

Uitgever:Springer International Publishing

Serie:Intelligent Systems Reference Library

Inhoudsopgave

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

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