Simon Fraser University

Eigenvalues & Eigenvectors (NumPy)

Here are three examples that we will consider. In each case, we have pre-computed the eigenvalues and eigenvectors (check them yourself). \[ A = \begin{bmatrix} 2 & 2 ...
GitHub

Iterative-Methods-for-Eigenvalue-Problem

The eigenvalue problem is one of linear algebra's most essential and valuable problems. It deals with finding a square matrix's special values and vectors that ...
GitHub

uturkbey/Computing-Eigenvalues-and-Eigenvectors-using-Normalized-Power-Iteration-with-Deflation

This C++ program is designed for finding most dominant eigenvalue and related eigenvector and next dominant eigenvalue of a square matrix using normalized power iteration with deflation. 1)You need to ...
Simon Fraser University

Eigenvalues & Eigenvectors (SymPy)

Here are three examples that we will consider. In each case, we have pre-computed the eigenvalues and eigenvectors (check them yourself). \[ A = \begin{bmatrix} 2 & 2 ...
IEEE

Adaptive randomized algorithm for finding eigenvector of stochastic matrix with application to PageRank

Abstract: The problem of finding the eigenvector corresponding to the largest eigenvalue of a stochastic matrix has numerous applications in ranking search results, multi-agent consensus, networked ...
IEEE

4 Eigenvalues and Eigenvectors

Abstract: This book contains a detailed discussion of the matrix operation, its properties, and its applications in finding the solution of linear equations and determinants. Linear algebra is a ...
Ars Technica

Finding the Eigenvectors of a 2x2 Matrix in a Fragment Shader

Seems like GE on a 2x2 matrix should be pretty darn fast.... especially if you use scalar * vector type operations.
Scientific Research Publishing

D. V. Murthy and R. T. Haftka, “Derivatives of Eigenvalues and Eigenvectors of a General Complex Matrix,” International Journal for Numerical Methods in Engineering, Vol ...

ABSTRACT: The characterization of energy dissipation or damping in rotor dynamic model is of fundamental importance. Noise and vibration are not only uncomfortable to the users, but also may lead to ...