1. Limited time only! Sign up for a free 30min personal tutor trial with Chegg Tutors
    Dismiss Notice
Dismiss Notice
Join Physics Forums Today!
The friendliest, high quality science and math community on the planet! Everyone who loves science is here!

Homework Help: Diagonalizable matrices

  1. Dec 2, 2008 #1
    1. The problem statement, all variables and given/known data

    Let A and B be diagonalizable 2 x 2 matrices. If every eigenvector of A is an eigenvector of B show that AB = BA.

    2. Relevant equations

    D = PA(P^-1)

    3. The attempt at a solution

    Since the eigenvectors are equivalent, wouldn't it hold true that P_A = P_B?

    If I have to show that AB = BA, I should be able to prove that

    PAB(P^-1) = PBA(P^-1)

    Since the eigenvectors of A are the eigenvectors of B, and
    P = (Eigenvector_1, Eigenvector_2)

    Then could I say that P_A = P_B, and (P^-1)_A = (P^-1)_B

    and then cancel out P and (P^-1) from the equation PAB(P^-1) = PBA(P^-1) and then conclude that AB=BA?

    Is my reasoning wrong here?

    Thanks a lot!
  2. jcsd
  3. Dec 3, 2008 #2


    User Avatar
    Science Advisor

    Ouch! I get annoyed at having to open scanned papers- now I have to sit and watch you write it?

    And you are using physics notation which gives me the pip.

    If A and B are diagonalizable linear operators, then their eigenvectors form a basis for the vector space and written in that basis they are diagonal. If they have the same eigenvectors, then that single basis diagonalizes both! Yes, that is why you can use the same "P": there exist a single matrix P such that A= P-1DAP and such that B= P-1DBP where DA and DB are the appropriate diagonal matrices. What are AB and BA? Of course, diagonal matrices always commute.

    By the way, this proof works for all dimensions, not just 2 by 2.
  4. Dec 3, 2008 #3
    Thanks HallsofIvy! I appreciate the explanation and for assuring me of that proof!!
Share this great discussion with others via Reddit, Google+, Twitter, or Facebook