In this paper, a new matrix multiplication is defined in Rm;nRn;pby using scalar product in Rn, where Rm;nis set of matrices of m rows and n columns. With this multiplication it has been shown that Rn;nis an algebra with unit. By considering this new multiplication we define eigenvalues and eigen vectors of square n n matrix A and also present some applications