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Predicting the future : completing models of observed complex systems

Author: H D I Abarbanel
Publisher: New York, NY : Springer, ©2013.
Series: Understanding complex systems.; Springer complexity.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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 of an exact path integral for use in transferring information from observations to a model of the observed system. Through many illustrative examples drawn from models in neuroscience,  Read more...
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Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: H D I Abarbanel
ISBN: 9781461472186 1461472180 1461472172 9781461472179
OCLC Number: 849903512
Description: 1 online resource.
Contents: An Overview: The Challenge of Complex Systems --
Examples as a Guide to the Issues --
General Formulation of Statistical Data Assimilation --
Evaluating the Path Integral --
Twin Experiments --
Analysis of Experimental Data --
Unfinished Business.
Series Title: Understanding complex systems.; Springer complexity.
Responsibility: Henry D.I. Abarbanel.

Abstract:

This book discusses model building and evaluation across disciplines, by means of an exact path integral for transferring information from observations to a model of the observed system. Offers  Read more...

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