EEL 879 - Selected Topics in Advanced Control and System Theory - II
Semester I, 2011-12
Applied and Numerical Linear Algebra in Engineering
Course Material
Vectors and vector spaces in engineering; basis ; norms and inner products ; linear transformation ; system of linear equations . geometrical interpretation ; Eigen structures ; singular value decomposition and geometrical interpretation .
Matrix Computation algorithms; LU factorization; Gram Schmidt Orthonormalization; QR decomposition; Larenzo.s and Arnoldi methods; Krylov subspace and applications.
Eigenstructure and norms for linear dynamical systems.