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A concise introduction to Koopman operator theory and the Extended Dynamic Mode Decomposition

Published 16 Sep 2024 in math.NA, cs.NA, and math.DS | (2410.02766v1)

Abstract: 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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