### Projected Gradient Descent - Max(Min) Eigenvalues(vectors)

This post is about finding the minimum and maximum eigenvalues and the corresponding eigenvectors of a matrix using Projected Gradient Descent. There are several algorithms to find the eigenvalues of a given matrix (See Eigenvalue algorithms). Although I could not find Projected Gradient Descent in this list, I feel it is a simple and intuitive algorithm.