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Predicting the Future: Completing Models of Observed Complex Systems. 2013 ed.
・ISBN 978-1-4614-7217-9 hard EUR 99.99
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| 著者・編者 | Abarbanel, Henry, |
|---|---|
| シリーズ | (Understanding Complex Systems) |
| 出版社 | (Springer-Verlag New York Inc., US) |
| 出版年月 | 2013 |
| ページ数 | 238 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-19630＞ |
解説
Through the development of an exact path integral for use in transferring information from observations to a model of the observed system, the author provides a general framework for the discussion of model building and evaluation across disciplines. Through many illustrative examples drawn from models in neuroscience, geosciences, and nonlinear electrical circuits, the concepts are exemplified in detail. Practical numerical methods for approximate evaluations of the path integral are explored, and their use in designing experiments and determining a model's consistency with observations is explored.