invariant 1-plane

• Nov 29th 2011, 03:34 PM
dwsmith
invariant 1-plane
Can someone explain this:

Let $f:\mathbb{R}^3\to\mathbb{R}^3$ be a linear transformation.

Prove that f has an invariant 1-plane.
• Nov 30th 2011, 01:30 AM
Opalg
Re: invariant 1-plane
Quote:

Originally Posted by dwsmith
Can someone explain this:

Let $f:\mathbb{R}^3\to\mathbb{R}^3$ be a linear transformation.

Prove that f has an invariant 1-plane.

This is because a cubic equation with real coefficients always has at least one real root. It follows that f has at least one real eigenvalue and hence an eigenvector. The 1-dimensional subspace spanned by that eigenvector will be invariant under f.
• Nov 30th 2011, 07:51 AM
dwsmith
Re: invariant 1-plane
Quote:

Originally Posted by Opalg
This is because a cubic equation with real coefficients always has at least one real root. It follows that f has at least one real eigenvalue and hence an eigenvector. The 1-dimensional subspace spanned by that eigenvector will be invariant under f.

How do I go about proving that now. I understand what meant now at least.

I am guess this will have to do with the cubic characteristic polynomial. However, how can the cubic be guaranteed to not have 3 real solutions and hence have one invariant 2-plane?
• Nov 30th 2011, 11:49 AM
Deveno
Re: invariant 1-plane
it might have 3 real solutions. but say it had an invariant 2-dimensional eigenspace. then certainly that eigenspace has a one-dimensional invariant subspace (just pick one of the eigenvectors). or more, simply, if v is an eigenvector of f corresponding to any real eigenvalue (and there must be at least one) λ, then:

f(cv) = c(f(v)) (since f is linear)

= c(λv) = (cλ)v. so if U = {av: a in R}, then f(U) ⊆ U, hence U (which is a line going through the origin in the direction of v) is invariant under f.
• Nov 30th 2011, 02:50 PM
dwsmith
Re: invariant 1-plane
For showing the invariant 2-plane, it can't be done the same way can it? If so, it is just done twice with two separate vectors corresponding to the complex conjugate?