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

AI Thread Summary
The discussion revolves around finding the eigenvalues of a specific 3x3 matrix, represented as |0 1 0| |0 0 1| |1 0 0|. The characteristic equation derived from this matrix is λ^3 = 1, which leads to the eigenvalues expressed as λ_n = e^(2πi n/3) for n = 0, 1, 2. A key point of confusion is how to transition from λ^3 = e^(2πi) to the formula for eigenvalues. The explanation clarifies that since e^(2πni) = 1 for any integer n, taking the cube root yields three distinct solutions, with the additional values being repetitions. The use of Euler's formula further aids in understanding this transition.
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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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