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Efficient Approximation Methods for the Global Long-Term Behavior of Dynamical Systems - Theory, Algorithms and Examples

Efficient Approximation Methods for the Global Long-Term Behavior of Dynamical Systems - Theory, Algorithms and Examples

Paperback

ChemistryGeneral MathematicsPhysics

ISBN10: 3832527524
ISBN13: 9783832527525
Publisher: Logos Verlag Berlin
Published: Dec 23 2010
Pages: 168
Weight: 0.50
Height: 0.41 Width: 5.71 Depth: 8.11
Language: English
In this thesis three new transfer operator based approaches are developed for the analysis of the long-term behavior of dynamical systems. First, a sparse grid discretization is derived in order to deal with the curse of dimension. The second method considers the infinitesimal generator of the transfer operator semigroup for continuous-time systems. The third method uses mean field theory to describe the dynamics of subsystems; here the main attention is devoted to conformation analysis in molecular dynamics. Further, conditions are derived such that the Galerkin projection of the transfer operator can be related to a small random perturbation of the underlying system.

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General Mathematics