Lecture 7 | Introduction to linear dynamical systems

Professor Stephen Boyd, Department of Electrical Engineering at Stanford University, lectures on the legalization of least squares and the Gauss-Newton for the course, Introduction to Linear Dynamical Systems (EE263). Introduction to applied linear algebra and linear dynamical systems with applications in circuits, signal processing, communications and control systems. Topics include: aproximations overdetermined least squares equations and the solutions under less underdeterminedEquations. symmetric matrices, matrix norm and singular value decomposition. Eigenvalues, left and right eigenvectors, and the dynamic interpretation. Matrix exponential, stability and asymptotic behavior. Multi-input multi-output systems, impulse and step matrices, convolution and transfer matrix descriptions. Full Playlist for the Course: www.youtube.com EE 263 Course Website: www.stanford.edu Stanford University: www.stanford.edu Stanford University Channel on YouTube: www.youtube.com

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