Is the Finite-Time Lyapunov Exponent Field a Koopman Eigenfunction?

TR Number

Date

2021-10-28

Journal Title

Journal ISSN

Volume Title

Publisher

MDPI

Abstract

This work serves as a bridge between two approaches to analysis of dynamical systems: the local, geometric analysis, and the global operator theoretic Koopman analysis. We explicitly construct vector fields where the instantaneous Lyapunov exponent field is a Koopman eigenfunction. Restricting ourselves to polynomial vector fields to make this construction easier, we find that such vector fields do exist, and we explore whether such vector fields have a special structure, thus making a link between the geometric theory and the transfer operator theory.

Description

Keywords

Koopman operator, spectral analysis, invariant manifolds, Lyapunov exponent, dynamical systems

Citation

Bollt, E.M.; Ross, S.D. Is the Finite-Time Lyapunov Exponent Field a Koopman Eigenfunction? Mathematics 2021, 9, 2731.