On Analytical Construction of Observable Functions in Extended Dynamic Mode Decomposition for Nonlinear Estimation and Prediction
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DOI: 10.1109/lcsys.2020.3047586
Abstract: We propose an analytical construction of observable functions in the extended dynamic mode decomposition (EDMD) algorithm. EDMD is a numerical method for approximating the spectral properties of the Koopman operator. The choice of observable functions… read more here.
Keywords: observable functions; construction; construction observable; analytical construction ... See more keywords