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Smart Techniques for a Smarter Planet: Towards Smarter Algorithms. 1st ed. 2019
・ISBN 978-3-030-03130-5 hard EUR 149.99
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| 著者・編者 | Mishra, Manoj Kumar / Mishra, Bhabani Shankar Prasad / Patel, Yashwant Singh / Misra, Rajiv (eds.), |
|---|---|
| シリーズ | (Studies in Fuzziness and Soft Computing) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2019 |
| ページ数 | 304 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-74991＞ |
解説
This book is intended to provide a systematic overview of so-called smart techniques, such as nature-inspired algorithms, machine learning and metaheuristics. Despite their ubiquitous presence and widespread application to different scientific problems, such as searching, optimization and /or classification, a systematic study is missing in the current literature. Here, the editors collected a set of chapters on key topics, paying attention to provide an equal balance of theory and practice, and to outline similarities between the different techniques and applications. All in all, the book provides an unified view on the field on intelligent methods, with their current perspective and future challenges.