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商品詳細
Metaheuristics for Data Clustering and Image Segmentation. 2019 ed.
・ISBN 978-3-030-04096-3 hard EUR 99.99
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| 著者・編者 | Ramadas, Meera / Abraham, Ajith, |
|---|---|
| シリーズ | (Intelligent Systems Reference Library) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2019 |
| ページ数 | 163 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-78903＞ |
解説
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.