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.
Authors
- Gershon Wolansky (ORCID: https://orcid.org/0000-0002-4802-2319)
- I. Bernard Cohen (ORCID: https://orcid.org/0000-0001-8142-9092)
Institutions
- Technion – Israel Institute of Technology (IL)
- The Arab Academic College for Education in Israel (IL)
- Ariel University (IL)
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
- Field-Weighted Citation Impact
- 0.00