Abstract: For solving the D symmetric semi positive definite least square solution of matrix equation AX=B and its optimal approximation problem, based on inner product theory and singular value decomposition theory of matrix, the necessary and sufficient conditions for the solution of the problem is analyzed and the general expression of the solution is given, the expression of the unique approximate solution of the given set of matrices in the set of least square solution is obtained.