Are eigenvectors independent
- From: "Luke Wu" <LookSkywalker@xxxxxxxxx>
- Date: 7 Oct 2006 23:50:01 -0700
I know about (and have seen proof of) the fact that eigenvectors
corresponding to distinct eigenvalues form a lin. independent seet.
(**)
But what about this type of situation:
Say a matrix A has 5 eigenvalues (where one of them as multiplicity 2
as a root of characteristic equation of A).
We are able to get 2 independent eigenvectors for this multiplicity 2
eigenvalue.
Is it true that these 2 eigenvectors along with the other 4 (each
related to a multiplicity 1 root) make an independent set? What is the
reasoning behind this?
At first I thought it was obvious (by using theorem (**) 2 times), but
then I realized it wasn't.
Say we have 3 vectors a,b,c. If {a,b} is indep. and {b,c} is indep and
{a,c} is indep., how can we say that {a,b,c} is independent? (I
actually thought this was obviously true, but then realized it wasn't
true for many cases).
.
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