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Predicting the Future: Completing Models of Observed Complex Systems

Predicting the Future: Completing Models of Observed Complex Systems

Paperback

Series: Understanding Complex Systems

Medical ReferenceGeneral MathematicsPhysics

ISBN10: 1493952382
ISBN13: 9781493952380
Publisher: Springer Nature
Published: Aug 23 2016
Pages: 238
Weight: 0.80
Height: 0.54 Width: 6.14 Depth: 9.21
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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