A concise introduction to Koopman operator theory and the Extended Dynamic Mode Decomposition
The framework of Koopman operator theory is discussed along with its connections to Dynamic Mode Decomposition (DMD) and (Kernel) Extended Dynamic Mode Decomposition (EDMD). This paper provides a succinct overview with consistent notation. The authors hope to provide an exposition that more naturall...
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Zusammenfassung: | The framework of Koopman operator theory is discussed along with its
connections to Dynamic Mode Decomposition (DMD) and (Kernel) Extended Dynamic
Mode Decomposition (EDMD). This paper provides a succinct overview with
consistent notation. The authors hope to provide an exposition that more
naturally emphasizes the connections between theory and algorithms which may
result in a sense of clarity on the subject. |
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DOI: | 10.48550/arxiv.2410.02766 |