The relationship between the eigenvalue, eigenvector and the rank of the product of matrices AB and BA is discussed, and the factorization of the singular values of matrix A is obtained.

• 摘要讨论了矩阵乘积AB与BA的特征值、特征向量及秩等的关系，并得到了矩阵的奇异值分解。