Factorizations

Matrix factorization is a decomposition of a matrix into some canonical form, i.e. into a product of some specific matrices. There are many different matrix decompositions; each finds use among a particular class of problems. Matrix factorizations involve the following methods of matrix decomposition:

• Cholesky decomposition

• LQ decomposition

• LU decomposition

• QR decomposition

• SVD decomposition