The Eigenvalues and eigenvectors of a 2x2 matrix

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SUMMARY

The discussion focuses on finding the eigenvalues and eigenvectors of the 2x2 matrix B = (1 1 / -1 1). The eigenvalues derived from the characteristic polynomial L^2 - 2L + 2 = 0 are L = 1 - i and L = 1 + i. The eigenvector corresponding to L = 1 - i is expressed as x = t and y = -it for any nonzero t. The discussion also emphasizes converting the eigenvalues into the polar form w = re^(iθ) by matching real and imaginary parts to determine θ.

PREREQUISITES
  • Understanding of eigenvalues and eigenvectors
  • Familiarity with complex numbers and their polar representation
  • Knowledge of determinants and characteristic polynomials
  • Basic linear algebra concepts, particularly related to matrices
NEXT STEPS
  • Study the derivation of eigenvalues from characteristic polynomials
  • Learn about the polar form of complex numbers and its applications
  • Explore the geometric interpretation of eigenvectors in linear transformations
  • Investigate the properties of 2x2 matrices in linear algebra
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Students studying linear algebra, mathematicians interested in matrix theory, and anyone seeking to understand eigenvalues and eigenvectors in the context of 2x2 matrices.

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Homework Statement



Let B = (1 1 / -1 1)
That is a 2x2 matrix with (1 1) on the first row and (-1 1) on the second.

Homework Equations





The Attempt at a Solution



A)

(1 1 / -1 1)(x / y) = L(x / y)

L(x / y) - (1 1 / -1 1) (x / y) = (0 / 0)

({L - 1} -1 / 1 {L-1}) (x / y) = (0 / 0)

Det (LI - B) = ({L - 1} -1 / 1 {L-1}) = 0

({L - 1} {L-1}) - (1)(-1)

L^2 -2L +2 = 0

L= 1 - i
= 1+i

So when L = 1-i

({1 -i - 1} -1 / 1 {1 -i -1})

(-i -1 / 1 -i)

-ix - y = 0
x - iy = 0

let x = t

t - iy = 0
y = t/i

Im not sure if that even makes sense. Or how I would continue.

B) Write the eigenvalues L of B in the form w = re^i(theta)

If someone could just give me a little nudge in the right direction for this one because I don't even know where to start.
 
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You are actually doing pretty well. You have the two eigenvalues right, and you've shown that an eigenvector of 1-i is given by x=t, y=t/i=(-it) for any nonzero value of t. That makes it t*(1 / -i). Now just do the same thing for 1+i. For the second part e^(i*theta)=cos(theta)+i*sin(theta). For a complex number L, the 'r' will be |L|. So L/|L|=cos(theta)+i*sin(theta). Just match up the real and imaginary parts and find theta.
 

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