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The Resource Predicting the Future : Completing Models of Observed Complex Systems, by Henry Abarbanel, (electronic resource)

Predicting the Future : Completing Models of Observed Complex Systems, by Henry Abarbanel, (electronic resource)

Label
Predicting the Future : Completing Models of Observed Complex Systems
Title
Predicting the Future
Title remainder
Completing Models of Observed Complex Systems
Statement of responsibility
by Henry Abarbanel
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Contributor
Author
Subject
Language
eng
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, fluid dynamics, 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 investigated. Using highly instructive examples, the problems of data assimilation and the means to treat them are clearly illustrated. This book will be useful for students and practitioners of physics, neuroscience, regulatory networks, meteorology and climate science, network dynamics, fluid dynamics, and other systematic investigations of complex systems
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0
Literary form
non fiction
Series statement
Understanding Complex Systems,
Predicting the Future : Completing Models of Observed Complex Systems, by Henry Abarbanel, (electronic resource)
Label
Predicting the Future : Completing Models of Observed Complex Systems, by Henry Abarbanel, (electronic resource)
Link
http://libproxy.rpi.edu/login?url=http://dx.doi.org/10.1007/978-1-4614-7218-6
Publication
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Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Preface -- 1 An Overview; The Challenge of Complex Systems -- 2 Examples as a Guide to the Issues -- 3 General Formulation of Statistical Data Assimilation -- 4 Evaluating the Path Integral -- 5 Twin Experiments -- 6 Analysis of Experimental Data
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9781461472186&userID=ebsco-test&password=ebsco-test
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unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b3544052'}
Extent
XVI, 238 p. 97 illus., 91 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9781461472186
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote

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