How Do You Compute and Normalize Complex Eigenvectors?

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The discussion revolves around computing and normalizing complex eigenvectors for a given matrix. The user has identified the eigenvalues as +1 and +4 but is struggling with deriving the corresponding eigenvectors, which are expected to be complex. They have set up two equations based on the eigenvalue equations but are unsure if their approach is correct. Clarification is provided that working with complex eigenvectors is acceptable, and they are encouraged to solve the equations for x and y. Additionally, normalization is explained as the process of adjusting the vector to have unit length by dividing it by its magnitude.
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Homework Statement


Hi, I'm going over an old exam paper as part of my revision for upcoming exams (joy ! ok, maybe not )

Anyway, I've gotten myself a bit lost here and would appreciate some guidance.
Here we go:

Compute the eigenvalues & eigenvectors of the following matrix. Normalise the 2 eigenvectors.

Matrix = (3 1+i)
(1-i 2)

Homework Equations





The Attempt at a Solution



So far I have the 2 eigenvalues being +1 and +4, but I'm having trouble with the next bit, I think that the eigenvectors will come out as complex numbers,

so far I have reduced to two equations:

2x + (1+i)y = 0
(1-i)x + y = 0

ie 2x + (y+iy) = 0 (so, 2x = -y-iy)
and x-ix + y = 0 (and y = -x+ix)

Is this correct?? if not why? and where do I go from here?

Also, I don't get the idea of normalisation (next part of question), I understand that it has something to do with setting the vector(i think) to 1, but I'm not sure. My lecturers notes aren't the easiest to follow outside of his lectures, so if you could walk me through it a bit I'd be very grateful.

Thanks
Kel
 
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kel said:

Homework Statement


Hi, I'm going over an old exam paper as part of my revision for upcoming exams (joy ! ok, maybe not )

Anyway, I've gotten myself a bit lost here and would appreciate some guidance.
Here we go:

Compute the eigenvalues & eigenvectors of the following matrix. Normalise the 2 eigenvectors.

Matrix = (3 1+i)
(1-i 2)

Homework Equations





The Attempt at a Solution



So far I have the 2 eigenvalues being +1 and +4, but I'm having trouble with the next bit, I think that the eigenvectors will come out as complex numbers,

Is this a problem? You are working in a complex vector space, and so the eigen-vectors are entitled to have complex entries!
so far I have reduced to two equations:

2x + (1+i)y = 0
(1-i)x + y = 0

ie 2x + (y+iy) = 0 (1) (so, 2x = -y-iy)
and x-ix + y = 0 (2) (and y = -x+ix)

Is this correct?? if not why? and where do I go from here?

I've not checked your work, but you look to be doing the correct method. Why not try solving eqns (1) and (2) for x and y?
Also, I don't get the idea of normalisation (next part of question), I understand that it has something to do with setting the vector(i think) to 1, but I'm not sure. My lecturers notes aren't the easiest to follow outside of his lectures, so if you could walk me through it a bit I'd be very grateful.

Normalised means that the vectors have unit length. Once you have the eigenvector, v, say, then the normalised vector is v/|v|
 
Question: A clock's minute hand has length 4 and its hour hand has length 3. What is the distance between the tips at the moment when it is increasing most rapidly?(Putnam Exam Question) Answer: Making assumption that both the hands moves at constant angular velocities, the answer is ## \sqrt{7} .## But don't you think this assumption is somewhat doubtful and wrong?

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