Introduction to Linear Dynamical Systems

Introduction to Linear Dynamical Systems

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Introduction to applied linear algebra and linear dynamical systems, with applications to circuits, signal processing, communications, and control systems. Topics include: Least-squares aproximations of over-determined equations and least-norm solutions of underdetermined equations. Symmetric matri…

Stephen Boyd


    • Jul 9, 2008 LATEST EPISODE
    • infrequent NEW EPISODES
    • 1h 13m AVG DURATION
    • 20 EPISODES


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    Latest episodes from Introduction to Linear Dynamical Systems

    1. Linear Dynamical Systems Lecture 1

    Play Episode Listen Later Jul 9, 2008 76:45


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, gives an overview of the course, Introduction to Linear Dynamical Systems (EE263).

    2. Linear Dynamical Systems Lecture 2

    Play Episode Listen Later Jul 9, 2008 65:51


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on linear functions for the course, Introduction to Linear Dynamical Systems (EE263).

    3. Linear Dynamical Systems Lecture 3

    Play Episode Listen Later Jul 9, 2008 79:10


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, gives a review of linear algebra for the course, Introduction to Linear Dynamical Systems (EE263).

    4. Linear Dynamical Systems Lecture 4

    Play Episode Listen Later Jul 9, 2008 74:07


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on orthonormal sets of vectors and QR factorization for the course, Introduction to Linear Dynamical Systems (EE263).

    5. Linear Dynamical Systems Lecture 5

    Play Episode Listen Later Jul 9, 2008 75:13


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on QR factorization and least squares for the course, Introduction to Linear Dynamical Systems (EE263).

    6. Linear Dynamical Systems Lecture 6

    Play Episode Listen Later Jul 9, 2008 76:18


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on the applications of least squares for the course, Introduction to Linear Dynamical Systems (EE263).

    7. Linear Dynamical Systems Lecture 7

    Play Episode Listen Later Jul 9, 2008 75:45


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on regularized least squares and the Gauss-Newton method for the course, Introduction to Linear Dynamical Systems (EE263).

    8. Linear Dynamical Systems Lecture 8

    Play Episode Listen Later Jul 9, 2008 75:57


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on the Gauss-Newton method and the least norm solutions of undetermined equations for the course, Introduction to Linear Dynamical Systems (EE263).

    9. Linear Dynamical Systems Lecture 9

    Play Episode Listen Later Jul 9, 2008 69:01


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on the least-norm solutions of undetermined equations and autonomous linear dynamical systems for the course, Introduction to Linear Dynamical Systems (EE263

    10. Linear Dynamical Systems Lecture 10

    Play Episode Listen Later Jul 9, 2008 71:41


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on autonomous linear dynamical systems and how they relate to Electrical Engineering for the course, Introduction to Linear Dynamical Systems (EE263).

    11. Linear Dynamical Systems Lecture 11

    Play Episode Listen Later Jul 9, 2008 68:54


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on how to find solutions via LaPlace transform and the use of matrix exponentials for the course, Introduction to Linear Dynamical Systems (EE263).

    12. Linear Dynamical Systems Lecture 12

    Play Episode Listen Later Jul 9, 2008 73:36


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on matrix exponentials, eigenvectors, and diagonalization and their uses in LDS for the course, Introduction to Linear Dynamical Systems (EE263).

    13. Linear Dynamical Systems Lecture 13

    Play Episode Listen Later Jul 9, 2008 73:01


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on generalized eigenvectors, diagonalization, and Jordan canonical form for the course, Introduction to Linear Dynamical Systems (EE263).

    14. Linear Dynamical Systems Lecture 14

    Play Episode Listen Later Jul 9, 2008 77:41


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on the applications of Jordan canonical form in LDS and electrical engineering for the course, Introduction to Linear Dynamical Systems (EE263).

    15. Linear Dynamical Systems Lecture 15

    Play Episode Listen Later Jul 9, 2008 69:00


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on inputs and outputs of linear dynamical systems, as well as symmetric matrices for the course, Introduction to Linear Dynamical Systems (EE263).

    16. Linear Dynamical Systems Lecture 16

    Play Episode Listen Later Jul 9, 2008 72:34


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on the use of symmetric matrices, quadratic forms, matrix norm, and SVDs in LDS for the course Introduction to Linear Dynamical Systems (EE263).

    17. Linear Dynamical Systems Lecture 17

    Play Episode Listen Later Jul 9, 2008 76:51


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on the applications of single value decomposition in LDS and electrical engineering, Introduction to Linear Dynamical Systems (EE263).

    18. Linear Dynamical Systems Lecture 18

    Play Episode Listen Later Jul 9, 2008 75:13


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on the applications of SVD, controllability, and state transfer in electrical engineering for the course, Introduction to Linear Dynamical Systems (EE263).

    19. Linear Dynamical Systems Lecture 19

    Play Episode Listen Later Jul 9, 2008 70:29


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, lectures on controllability and state transfer and their uses in modern electrical engineering for the course, Introduction to Linear Dynamical Systems (EE263).

    20. Linear Dynamical Systems Lecture 20

    Play Episode Listen Later Jul 9, 2008 69:24


    Professor Stephen Boyd, of the Electrical Engineering department at Stanford University, gives his final lecture on observability and state estimation for the course, Introduction to Linear Dynamical Systems (EE263).

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