invertible matrices are dense in set of nxn matrices
If A is any n×n matrix with real or complex entries, Then there are invertible matrices arbitrarily close to A, under any norm for the n×n matrices.
This is easily proven as follows. Take any invertible matrix B (e.g. B=I), and consider the function (for t∈ℝ or ℂ)
Clearly, is a polynomial function. It is not identically zero, for .
But a non-zero polynomial has only finitely many zeroes,
So given any single point , if is close enough but unequal to ,
must be non-zero. In particular, applying this for ,
we see that the matrix is invertible
for small .
And the distance of this matrix from is ,
which becomes small as gets small.
Title | invertible matrices are dense in set of nxn matrices |
---|---|
Canonical name | InvertibleMatricesAreDenseInSetOfNxnMatrices |
Date of creation | 2013-03-22 15:38:51 |
Last modified on | 2013-03-22 15:38:51 |
Owner | stevecheng (10074) |
Last modified by | stevecheng (10074) |
Numerical id | 5 |
Author | stevecheng (10074) |
Entry type | Theorem |
Classification | msc 15A09 |