Schur decomposition, proof of
The columns of the unitary matrix Q in Schur’s decomposition theorem form an orthonormal basis
of ℂn. The matrix A takes the upper-triangular form D+N on this basis. Conversely, if v1,…,vn is an orthonormal basis for which A is of this form then the matrix Q with vi as its i-th column satisfies the theorem.
To find such a basis we proceed by induction on n. For n=1 we can simply take Q=1. If n>1 then let v∈ℂn be an eigenvector
of A of unit length and let V=v⟂ be its orthogonal complement
. If denotes the orthogonal projection onto the line spanned by then maps into .
By induction there is an orthonormal basis of for which takes the desired form on . Now so for . Then can be used as a basis for the Schur decomposition on .
Title | Schur decomposition, proof of |
---|---|
Canonical name | SchurDecompositionProofOf |
Date of creation | 2013-03-22 14:04:01 |
Last modified on | 2013-03-22 14:04:01 |
Owner | mps (409) |
Last modified by | mps (409) |
Numerical id | 6 |
Author | mps (409) |
Entry type | Proof |
Classification | msc 15-00 |