E-Book, Englisch, 238 Seiten, eBook
Abarbanel Predicting the Future
Erscheinungsjahr 2013
ISBN: 978-1-4614-7218-6
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
Completing Models of Observed Complex Systems
E-Book, Englisch, 238 Seiten, eBook
Reihe: Understanding Complex Systems
ISBN: 978-1-4614-7218-6
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
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.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
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.
