Spectrum of the Koopman Operator, Spectral Expansions in Functional Spaces, and State-Space Geometry

摘要

We examine spectral operator-theoretic properties of linear and nonlineardynamical systems with equilibrium and quasi-periodic attractors and use suchproperties to characterize a class of datasets and introduce a new notion ofthe principal dimension of the data.