Predicting the Future

Completing Models of Observed Complex Systems

Nonfiction, Science & Nature, Mathematics, Applied, Science, Physics, General Physics
Cover of the book Predicting the Future by Henry Abarbanel, Springer New York
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Author: Henry Abarbanel ISBN: 9781461472186
Publisher: Springer New York Publication: June 12, 2013
Imprint: Springer Language: English
Author: Henry Abarbanel
ISBN: 9781461472186
Publisher: Springer New York
Publication: June 12, 2013
Imprint: Springer
Language: English

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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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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