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    Commuting diagonalizable matrices are simultaneously diagonalizable

    E-AMD-HO6G56UF

    Area
    Algebra
    Topics
    Diagonalization, Eigenvalues and Eigenvectors, Matrices
    Seen at
    BERKELEY
    Years
    1983, 1987, 1999
    Status
    draft

    Show that if \(A,B\) are diagonalizable and \([A, B] = 0\), then \(A\) and \(B\) are simultaneously diagonalizable.

    Solution

    Let \[ V=\bigoplus_\lambda E_A(\lambda) \] be the eigenspace decomposition for the diagonalizable operator \(A\).

    Because \(AB=BA\), each \(A\)-eigenspace is \(B\)-stable: if \(v\in E_A(\lambda)\), then \[ A(Bv)=B(Av)=\lambda Bv. \] Thus \(B\) restricts to an operator on every \(E_A(\lambda)\).

    Since \(B\) is diagonalizable, its minimal polynomial splits into distinct linear factors. The minimal polynomial of each restriction \(B|_{E_A(\lambda)}\) divides the minimal polynomial of \(B\), hence also splits into distinct linear factors. Therefore each restriction is diagonalizable.

    Choose a basis of \(B\)-eigenvectors inside each \(E_A(\lambda)\). The union of these bases is a basis of \(V\) consisting of common eigenvectors of \(A\) and \(B\). Hence \(A\) and \(B\) are simultaneously diagonalizable.