invertible matrices are dense in set of nxn matrices
If is any matrix with real or complex entries, Then there are invertible matrices arbitrarily close to , under any norm for the matrices.
This is easily proven as follows. Take any invertible matrix (e.g. ), and consider the function (for or )
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 |
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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 |