Name: Predicting the Future: Completing Models of Observed Complex Systems
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Author: Abarbanel, Henry
ISBN: 9781493952380

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portada Predicting the Future: Completing Models of Observed Complex Systems

Predicting the Future: Completing Models of Observed Complex Systems

Type

Physical Book

Author

Henry Abarbanel

Publisher

Springer

Language

English

Pages

238

Format

Paperback

Dimensions

23.4 x 15.6 x 1.4 cm

Weight

0.36 kg.

ISBN13

9781493952380

Synopsis "Predicting the Future: Completing Models of Observed Complex Systems"

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.

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Predicting the Future: Completing Models of Observed Complex Systems - Abarbanel, Henry

Synopsis "Predicting the Future: Completing Models of Observed Complex Systems"

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