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arthurhenry
Jun3-11, 12:47 AM
I am following a proof in the text "Algebras of Linear Transformations" and having problem justifying this line: ... M is an invariant subspace so it has an eigenvector. Why should an invariant subspace have an eigenvector? Thank you
I have a feeling this is a very simple result, if so I am sorry
HallsofIvy
Jun3-11, 05:16 AM
A subspace, M, of vector space, V, is an "invariant subspace" for linear transformation T if and only if whenever u is in M, Tu is also in u. That means we can restrict T to M- think of T as a linear transformation on M alone. Now, if we are working over the complex numbers, every linear transformation has at least one eigenvector so T has at least one eigenvector in M.
Monocles
Jun3-11, 11:09 AM
Considering the converse scenario may help as well, i.e., that eigenvectors span invariant subspaces. Consider that if u is an eigenvector of T, Tu = cu for some constant c. Thus, u and cu are collinear. Therefore, the subspace spanned by u is an invariant subspace of T.
arthurhenry
Jun3-11, 01:05 PM
I thank you HallsofIvy,
Yes, it is clear now.
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