Henry Abarbanel
Predicting the Future
Completing Models of Observed Complex Systems
Gebonden Engels 2013 2013e druk 9781461472179Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9781461472179
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:238
Uitgever:Springer New York
Druk:2013
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Inhoudsopgave
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.
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