Eigenvectors and the dot product

Join the discussion
Ask a follow-up here, or get your own question answered by working scientists, mathematicians and engineers — people, not an autocomplete.
Real named experts · corrections over time · the nuance an AI answer skips
1 reply · 4K views
hover
Messages
342
Reaction score
0

Homework Statement



Suppose the the matrix A is symmetric, meaning that
A =

a b
b d

Show that for any symmetric matrix A there are always real eigenvalues. Also, show that
the eigenvectors corresponding to two di erent eigenvalues are always orthogonal; that is,
if V1 and V2 are the eigenvectors for eigenvalues [tex]\lambda[/tex]1 and [tex]\lambda[/tex]2, with [tex]\lambda[/tex]1 not equal to [tex]\lambda[/tex]2, then the dot
product V1 * V2 = 0.
HINT: Compare [tex]\lambda[/tex]1V1*V2 to V1*[tex]\lambda[/tex]2V2 .


Homework Equations



-

The Attempt at a Solution



I was able to show that any eigenvalue from this matrix would always be positive. That wasn't too bad. Its the second part that is tripping me up. I don't get how the hint is really all that helpful. I want to find values of V1 and V2 don't I? I'm confused.
 
Physics news on Phys.org