Machine Learning, Artificial Intelligence, Data Science.
always find n independent orthonormal eigenvectors. The largest eigenvalue is To find the maximum, we set the derivative of r(x) to 0. After some manipulation, it can be shown that i.e. r(x) achieves the highest ratio if x is an eigenvector with the largest eigenvalues. By induction, we can deduce