Correct option is (a) Cholesky

The best explanation: L is the lower triangular matrix, and its transpose L^T is upper triangular matrix. This is called Cholesky decomposition. It is a decomposition of a positive definite matrix into a product of lower triangular matrix and its conjugate transpose.