Eigenvalue, Eigenvectors, Linear Algebra, Mathematics, Principal Component.
eigenvectors of A with eigenvalues in the diagonal of D. Eigenvectors associated with different eigenvalues are linearly independent, that is, if And , k = 1, …, p, with different λk, then {v1, …, vp} is linearly independent. If a matrix A of n x n dimensions has n different eigenvalues, then A is