Predicting the Future Completing Models of Observed Complex Systems /

• Κύριος συγγραφέας: Abarbanel, Henry (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2013.
• Σειρά: Understanding Complex Systems,
• Θέματα: Physics.; Neurosciences.; Computer simulation.; System theory.; Statistical physics.; Dynamical systems.; Statistical Physics, Dynamical Systems and Complexity.; Complex Systems.; Numerical and Computational Physics.; Simulation and Modeling.

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 fro...

Πίνακας περιεχομένων:

• 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.