Diagonalize matrix by unitary transformation

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Homework Help Overview

The discussion revolves around the process of diagonalizing a matrix A using a unitary transformation. Participants are exploring the relationship between unitary matrices and eigenvalues, particularly in the context of a specific exercise that requires this approach rather than directly solving the eigenvalue equation.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • Participants discuss the method of using a unitary matrix U to diagonalize A through the relation U^(dagger)AU = D. There are questions about the necessity of knowing the eigenvectors of A to construct U and whether the assumption of unitarity is valid. Some express uncertainty about the algebra involved and the implications of the orthogonality of eigenvectors.

Discussion Status

The discussion is active, with participants providing insights and questioning the assumptions related to the unitary matrix and its properties. There is an exploration of the algebraic relationships that may lead to finding eigenvalues, but no consensus has been reached on the best approach or the validity of the assumptions made.

Contextual Notes

Participants note the potential complexity of the algebra involved and the constraints of the exercise, including the requirement to use a unitary matrix for diagonalization. There is mention of additional properties of unitary matrices that may be relevant to the problem.

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In an exercise I am asked to find the eigenvalues of a matrix A by demanding that a unitary matrix (see the attached file) diagonalizes it. I know I could just solve the eigenvalue equation but I think I am supposed to do it this rather tedious way.
Now I have introduced an arbitrary unitary matrix and performed the matrix multiplication:
U^(dagger)AU = D, where D is a diagonalized matrix.
From this last relation I should somehow be able to find the eigenvalues, but I haven't been able to so far. Have I done it wrong or is there actually a way through this messy algebra. What should I do?
Note that the unitarity demands that lu_kl^2+lv_kl^2 = 1, which I suspect could be useful, but are there any other relations, which I am missing?
 

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To do this you somehow have to know the eigenvectors of A; these eigenvectors v_i would form your matrix U, i.e. U = [v_1 v_2 ... v_n]. Not really sure about the unitary matrix assumption..it could be just that by making D be unitary, then D is said to diagonalizable and therefore your equation U^T*A*U = D holds.
 
Oh you should check the wiki page for unitary matrices...there are some extra properties. The eigenvectors must be orthogonal.
 
But I am guessing you can write up a general unitary matrix U and then by demanding that it diagonalizes A, you can find the eigenvalues. At least that is how I think the exercise is thought, but it is much easier to just solve the eigenvalue equation.
 
yeah so from the pdf you uplinked that's exactly what is done. you have formulae for the eigenvalues in terms of the matrix elements from A and U. I assume you know A immediately, and maybe you can eliminate the eigenvector terms using the cross diagonal equations. The notation seems to be a bit excessive.
 

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