The set of real normal matrices
Statement
Let be the set of real normal matrices.
1. Show that is closed and contains , and .
2. Show that is not a vector subspace, and that it is not open (for ).
Hint
For (2), a sum of a symmetric and a skew-symmetric matrix can be any matrix.
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Solution
1. Closed. is the zero set of the continuous (polynomial) map .
Contains the families.
- symmetric: , so .
- skew: , so .
- orthogonal: .
2. Not a subspace. Take (symmetric) and (skew). Both are in , but
which differ: . (For , add a zero block.)
Not open. , but is not normal for :
and . So no neighbourhood of lies in .
Remark. is the set of matrices that commute with their transpose; by the spectral theorem, normal real matrices are exactly those orthogonally similar to a block diagonal matrix with real blocks and blocks . It is a closed cone (stable under real scaling) but not convex. Lesson. Sums of normal matrices are generally not normal.