What is the eigenvalue problem for the given matrix and how can it be solved?

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SUMMARY

The eigenvalue problem for the matrix |0 1 0| |0 0 1| |1 0 0| is solved by determining the eigenvalues from the characteristic equation \(\lambda^{3} = e^{2\pi i}\). The eigenvalues are given by \(\lambda_{n} = e^{\frac{2\pi i n}{3}}\) for \(n = 0, 1, 2\). This solution arises from recognizing that \(e^{2\pi n i} = 1\) for all integers \(n\), leading to three distinct cube roots of unity. The discussion clarifies the transition from the characteristic equation to the eigenvalues using Euler's formula.

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Homework Statement


The problem amounts to finding the eigenvalues of the matrix

|0 1 0|
|0 0 1|
|1 0 0|
(I have no idea how to set up a matrix in the latex format, if anyone can tell me that'd be great)

Homework Equations


The characteristic equation for this matrix is

\lambda^{3}=1

The Attempt at a Solution


The solution to this problem can be found on grephysics.net.
The characteristic equation can be solved by noting that
1=e^{2\pi i}

Using this fact, the eigenvalues as noted in the solution are
\lambda_{n}=e^{\frac{2\pi i n}{3}}, (n=1,2,3)

What I don't understand, is how one goes from

\lambda^{3}=e^{2\pi i}

to

\lambda_{n}=e^{\frac{2\pi i n}{3}}


If \lambda^{3}=e^{2\pi i} then we can take both sides to the power of \frac{1}{3} to get \lambda=e^{\frac{2\pi i}{3}}. But how can you just throw the n in the exponent and call these (n=1,2,3) the 3 eigenvalues?
 
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CanIExplore said:

Homework Statement


The problem amounts to finding the eigenvalues of the matrix

|0 1 0|
|0 0 1|
|1 0 0|
(I have no idea how to set up a matrix in the latex format, if anyone can tell me that'd be great)
Check out the brand new LaTeX FAQ!

https://www.physicsforums.com/showthread.php?t=546968
What I don't understand, is how one goes from

\lambda^{3}=e^{2\pi i}

to

\lambda_{n}=e^{\frac{2\pi i n}{3}}


If \lambda^{3}=e^{2\pi i} then we can take both sides to the power of \frac{1}{3} to get \lambda=e^{\frac{2\pi i}{3}}. But how can you just throw the n in the exponent and call these (n=1,2,3) the 3 eigenvalues?

It's because e^{2\pi n i}=1 for all integer n. When you take the cube root of that, you find you get three distinct solutions, and the rest are repeats.
 
Ah yes, after using euler's formula it's much clearer now. Thanks Vela
 

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