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Metaheuristics for Data Clustering and Image Segmentation

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Metaheuristics for Data Clustering and Image Segmentation/ by Meera Ramadas, Ajith Abraham.
作者:	Ramadas, Meera.
其他作者:	Abraham, Ajith.
面頁冊數:	IX, 163 p. 78 illus., 59 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computational intelligence. -
電子資源:	https://doi.org/10.1007/978-3-030-04097-0
ISBN:	9783030040970

Metaheuristics for Data Clustering and Image Segmentation
Ramadas, Meera.

Metaheuristics for Data Clustering and Image Segmentation[electronic resource] /by Meera Ramadas, Ajith Abraham. - 1st ed. 2019. - IX, 163 p. 78 illus., 59 illus. in color.online resource. - Intelligent Systems Reference Library,1521868-4394 ;. - Intelligent Systems Reference Library,67.

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

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.

ISBN: 9783030040970

Standard No.: 10.1007/978-3-030-04097-0doiSubjects--Topical Terms:

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Metaheuristics for Data Clustering and Image Segmentation
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