Inorder to perform eigen decomposition, I converted a rectangular matrix to square by multiplying with the transpose of the matrix. After decomposition, I got the component matrices. If I multiply the component matrices I would get the square matrix. I would like to know, if there is any method for reconstructing the original rectangular matrix from the square matrix.
Thanks in advance