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Predicting the Future: Completing Models of Observed Complex Systems (Understanding Complex Systems)

Henry Abarbanel




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 | #2054732 in Books |  Springer |  2013-06-11 | Original language:English | PDF # 1 |  9.20 x.80 x6.20l,1.10 | File type: PDF | 238 pages

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||From the Back Cover||Predicting the Future: Completing Models of Observed Complex Systems provides a general framework for the discussion of model building and validation across a broad spectrum of disciplines. This is accomplished through the development

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 pat...

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