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Meera Ramadas & Ajith Abraham 
Metaheuristics for Data Clustering and Image Segmentation 

Soporte

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.



€96.29
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Tabla de materias

Introduction.- METAHEURISTICS AND DATA CLUSTERING.- REVISED MUTATION STRATEGY FOR DIFFERENTIAL EVOLUTION ALGORITHM.- SEARCH strategy Flower Pollination Algorithm with Differential Evolution.
Idioma Inglés ● Formato PDF ● Páginas 163 ● ISBN 9783030040970 ● Tamaño de archivo 7.0 MB ● Editorial Springer International Publishing ● Ciudad Cham ● País CH ● Publicado 2018 ● Descargable 24 meses ● Divisa EUR ● ID 6774803 ● Protección de copia DRM social

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