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商品詳細
Stochastic Systems : Estimation, Identification and Adaptive Control.
・ISBN 978-1-61197-425-6 paper US$ 78.99
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| 著者・編者 | Kumar, P. R. / Varaiya, P., |
|---|---|
| シリーズ | Classics in Applied Mathematics |
| 出版社 | (SIAM, US) |
| 出版年月 | 2016 |
| ページ数 | 375 pp. |
| 言語 | ENG |
| ニュース番号 | ＜635-L309 635-P708＞ |
解説
Since its origins in the 1940s, the subject of decision making under uncertainty has grown into a diversified area with application in several branches of engineering and in those areas of the social sciences concerned with policy analysis and prescription. These approaches required a computing capacity too expensive for the time, until the ability to collect and process huge quantities of data engendered an explosion of work in the area.
This book provides:
This book provides:
- Succinct and rigorous treatment of the foundations of stochastic control.
- A unified approach to filtering, estimation, prediction, and stochastic and adaptive cools
- The conceptual framework necessary to understand current trends in stochastic control, data mining, machine learning, and robotics.