The addition of two matrices is only defined if both matrices have the same shape. If they do, the result is the result of a simple addition or subtraction of each term of the matrices into their new term. Geometrically, the linear transformation of a Vector by a matrix that is the result of the matrix addition of two other matrices is the same as the addition of the two resulting vectors linearly transformed separately and then added back together. More formally,