In this tutorial series, we explain how to formulate and numerically solve different versions of the nonlinear Model Predictive Control (MPC) problem. We implement the …
In this control engineering, estimation, and control theory tutorial, we explain how to properly simulate a stochastic (random) linear state-space model in Python. This problem …
In this control engineering and control theory tutorial, we provide a correct and detailed explanation of state observers that are used for state estimation of …
In this control engineering, control theory, computer science, and scientific computing tutorial we explain how to implement a Linear Quadratic Regulator (LQR) control algorithm in …
In this control engineering, control theory, and machine learning, we present a Model Predictive Control (MPC) tutorial. First, we explain how to formulate the problem …
In this control engineering, control theory, and machine learning, we present a Model Predictive Control (MPC) tutorial. First, we explain how to formulate the problem …
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