Singular Value Decomposition and Its Simple Application

There are many forms of matrix decomposition,among which singular value decomposition is especially important in real application. Therefore,by using S: Rn→Rmlinear maps determined by the type of S( α) = Aα,the paper puts forward a more intuitively geometrical derivation process for matrix singular value decomposition theorem and an example is used to provide supporting information.