How Do You Compute and Normalize Complex Eigenvectors?

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SUMMARY

The discussion focuses on computing and normalizing complex eigenvectors for the matrix (3, 1+i; 1-i, 2). The eigenvalues identified are +1 and +4. The participant, Kel, correctly sets up the equations for the eigenvectors but seeks clarification on solving them and understanding normalization. Normalization involves adjusting the eigenvector to have a unit length, calculated by dividing the vector by its magnitude.

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  • Understanding of eigenvalues and eigenvectors in linear algebra.
  • Familiarity with complex numbers and their operations.
  • Knowledge of vector normalization techniques.
  • Ability to solve linear equations involving complex coefficients.
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  • Learn how to compute eigenvectors for complex matrices.
  • Study the process of normalizing vectors in complex vector spaces.
  • Explore methods for solving systems of linear equations with complex numbers.
  • Review the properties of eigenvalues and eigenvectors in the context of complex analysis.
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Students preparing for exams in linear algebra, mathematicians working with complex matrices, and anyone interested in the application of eigenvalues and eigenvectors in advanced mathematics.

kel
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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|
 

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