Abstract: This paper presents a comparative evaluation of the performance and training time of ten nonlinear regression algorithms. The primary objective of this analysis was to identify the optimal ...
1 School of Aeronautics and Astronautics, Sun Yat-sen University, Guangzhou, China. 2 School of Science and Technology, Hunan University of Technology, Zhuzhou, China.
Abstract: This article proposes a deep Koopman-based identification method for nonlinear dynamical systems with modeling residuals learned recursively by incremental Gaussian process regression (IGPR) ...
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