Functional dimensionality of Koopman eigenfunction space

This work presents the general form solution of Koopman Partial Differential Equation for an autonomous system of N ordinary differential equations. We identify a domain in R N for which any number in the complex plane is an eigenvalue of the Koopman operator, and all eigensolutions are obtained from N − 1 functionally independent invariants of the system. Thus, we demonstrate that one may, in principle, diagonalize the system with only N functionally independent Koopman eigenfunctions.

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Publication Details

Journal
Results in Applied Mathematics
Published
2025-05-01
DOI
https://doi.org/10.1016/j.rinam.2025.100585
Primary Topic
Model Reduction and Neural Networks
Type
article
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article

Functional dimensionality of Koopman eigenfunction space

Gershon Wolansky, I. Bernard Cohen
Results in Applied Mathematics
Model Reduction and Neural Networks
article

Functional dimensionality of Koopman eigenfunction space

Gershon Wolansky, I. Bernard Cohen
article en

Abstract

This work presents the general form solution of Koopman Partial Differential Equation for an autonomous system of N ordinary differential equations. We identify a domain in R N for which any number in the complex plane is an eigenvalue of the Koopman operator, and all eigensolutions are obtained from N − 1 functionally independent invariants of the system. Thus, we demonstrate that one may, in principle, diagonalize the system with only N functionally independent Koopman eigenfunctions.

Results in Applied MathematicsVol. 26
Technion – Israel Institute of Technology (IL), The Arab Academic College for Education in Israel (IL), Ariel University (IL)
Openalex Percentile: Top 90%
Model Reduction and Neural Networks
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