filmov
tv
Harvard AM205 video 5.4 - Power iteration and inverse iteration
Показать описание
Harvard Applied Math 205 is a graduate-level course on scientific computing and numerical methods. This video introduces the power iteration, a method for finding the eigenvalue with largest modulus of a given matrix. The video also introduces the inverse iteration and shifts, which can improve the power iteration and allow any eigenvalue to be computed.
0:23:49
Harvard AM205 video 5.4 - Power iteration and inverse iteration
0:15:48
Harvard AM205 video 4.5 - Conditions for a global minimum
0:28:44
Harvard AM205 video 5.10 - Conjugate gradient method
0:13:29
Harvard AM205 video 4.2 - Root finding: fixed-point iteration
0:21:17
Harvard AM205 video 2.4 - LU factorization
0:19:04
Harvard AM205 video 3.5 - Finite-difference approximations
0:18:54
Harvard AM205 video 5.2 - Eigenvalue definitions
0:26:35
Harvard AM205 video 4.4 - Multivariate root-finding methods
0:22:41
Harvard AM205 video 1.2 - Interpolating discrete data
0:19:59
Harvard AM205 video 3.2 - Numerical integration
0:15:57
Harvard AM205 video 3.1 - Introduction to numerical calculus
0:22:26
Harvard AM205 video 4.1 - Introduction to nonlinear equations and optimization
0:14:33
Harvard AM205 video 5.5 - Rayleigh quotient
0:27:34
Harvard AM205 video 1.5 - Piecewise polynomial interpolation
0:12:00
Harvard AM205 video 0.2 - Sources of error
0:29:45
Harvard AM205 video 1.6 - Linear least squares
0:28:26
Harvard AM205 video 2.2 - Norms
0:30:31
Harvard AM205 video 0.4 - Finite-precision arithmetic
0:29:06
Harvard AM205 video 5.1 - Introduction to eigenvalue problems
0:20:40
Harvard AM205 video 2.9 - Householder triangularization
0:27:43
Harvard AM205 video 3.9 - ODE convergence
0:17:20
Harvard AM205 video 2.5 - LU pivoting and Cholesky factorization
0:11:39
Harvard AM205 video 3.8 - One-step integration methods
0:13:50
Harvard AM205 video 3.20 - Method of lines & wave equation
Комментарии