[Math] Prove 2 diagonal matrices of size n are similar.

linear algebra

I have the following two matrices:

A = \begin{pmatrix}1&0&…&0&0\\ 0&2&…&0&0\\ 0&0&…&n-1&0 \\ 0&0&…&0&n\end{pmatrix}
B = \begin{pmatrix}n&0&…&0&0\\ 0&n-1&…&0&0\\ 0&0&…&2&0 \\ 0&0&…&0&1\end{pmatrix}

I am asked if A is similar to B and if so then find a P such that $$ B = P^{-1}AP .$$ If the two matrices are not similar than I should justify it.

So far I think the two matrices are similar as they have:

  • the same eigenvalues (just reversed)
    $$ A: \lambda1 = 1, \lambda2 = 2, \lambda3 = 3, …, \lambda n = n $$
    $$ A: \lambda1 = n, \lambda2 = n-1, \lambda3 = n-2, …, \lambda n = 1 $$
  • the same rank
    $$ rank(A) = n = rank(B) $$
  • the same determinant as both matrices are diagonal so the product of the diagonal is the determinant. Since A and B both have the same elements (in opposing order) than their product is the same
    $$ det(A) = det(B) = 1 * 2 * 3 * … * (n-1) * n $$
  • the same characteristic polynomial (with the same argument as the determinant).
    $$ A: (\lambda – 1)(\lambda -2) … (\lambda – n – 1)(\lambda – n) $$
    $$ B: (\lambda – n)(\lambda – n – 1)…(\lambda – 2)(\lambda – 1) $$

Considering the above I have concluded that these two matrices are similar and thus I am trying to determine P.

For A using the characteristic polynomial: $$ (\lambda – 1)(\lambda -2) … (\lambda – n – 1)(\lambda – n)$$

I can go on to determine that P should be \begin{pmatrix}1&0&…&0&0\\ 0&2&…&0&0\\ 0&0&…&n-1&0 \\ 0&0&…&0&n\end{pmatrix}

Yet through B I get a P which is \begin{pmatrix}n&0&…&0&0\\ 0&n-1&…&0&0\\ 0&0&…&2&0 \\ 0&0&…&0&1\end{pmatrix}

These two $\mathbf{P}$s are not the same and I know are not right.

Where am I going wrong in trying to find a P such that $$ B = P^{-1}AP \quad?$$

Best Answer

try thinking of a $P^{-1}$ which puts the rows in "reverse order", and then show that right-multiplication by $P$ puts "the columns in reverse order".