Abstract: Reachability analysis is a formal method to guarantee safety of dynamical systems under the influence of uncertainties. A substantial bottleneck of all reachability algorithms is the ...
Abstract: In this article, we develop a tracking model predictive control (MPC) scheme for nonlinear systems using the linearized dynamics at the current state as a prediction model. Under reasonable ...
Construct matrices, apply decompositions (LU, QR, SVD, EVD, Cholesky), solve linear systems, and extract results — a Python port of Smile's BLAS/LAPACK-backed tensor module. A numerical linear algebra ...
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A comprehensive implementation of various Matrix Decomposition Techniques from the lens of Linear Algebra to produce efficient computing of SVD, PCA, Feature Selection & Data Analysis in Python. To ...