Let A be a real invertible x matrix. Show that

<x,y> ≡ =

defines an inner product in ℝ^n, where x and y are column vectors in ℝ^n. What happens when A is not invertible? (Note : is the transpose of matrix M, obtained by interchaging the rows and colums of M).