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Exercise 672Topology › Topology of Mn(ℝ) › Open, closed, interior, boundaryL2Added 7 Nov 2026

PSD matrices have empty interior in all of M_n

#positive semidefinite#symmetric matrices#interior

Statement

Let n≥2n\ge2. Show that the set PSD of symmetric positive semidefinite matrices has empty interior in Mn(R)M_n(\mathbb{R}) (not just in Symn\mathrm{Sym}_n).

Hint

Perturb a PSD matrix by a small *skew-symmetric* matrix, or note that PSD is contained in a proper subspace.

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Solution

Idea. PSD matrices are symmetric by definition, and Symn\mathrm{Sym}_n is a proper subspace of Mn(R)M_n(\mathbb{R}) when n≥2n\ge2. A subset of a set with empty interior has empty interior.

Step 1: PSD ⊂Symn\subset\mathrm{Sym}_n and Symn≠Mn\mathrm{Sym}_n\ne M_n. For n≥2n\ge2 the matrix E12E_{12} is not symmetric, so Symn\mathrm{Sym}_n is a *proper* linear subspace.

Step 2: Symn\mathrm{Sym}_n has empty interior. This is the earlier result on proper subspaces. Explicitly (the skew-symmetric perturbation of the hint): let A∈SymnA\in\mathrm{Sym}_n and let K=E12−E21K=E_{12}-E_{21} (skew-symmetric, ∥K∥=1\|K\|=1). Then A+εK∉SymnA+\varepsilon K\notin\mathrm{Sym}_n for every ε≠0\varepsilon\neq0 (its transpose is A−εKA-\varepsilon K), and ∥A+εK−A∥=ε\|A+\varepsilon K-A\|=\varepsilon. So every ball around AA contains a non-symmetric matrix.

Step 3: conclusion. Any ball around a PSD matrix contains a non-symmetric matrix, hence a matrix outside PSD. So int⁡Mn(PSD)=∅\operatorname{int}_{M_n}(\mathrm{PSD})=\emptyset.

Remark.
- For n=1n=1 the claim is false: M1=RM_1=\mathbb{R} and PSD=[0,∞)\mathrm{PSD}=[0,\infty) has interior (0,∞)(0,\infty).
- Be careful with definitions. If "positive semidefinite" is defined for *non-symmetric* real matrices by the condition xTAx≥0x^TAx\ge0 for all xx, the set is PSD+Skewn\mathrm{PSD}+\mathrm{Skew}_n and does have non-empty interior (e.g. I+KI+K for small skew KK). In this book PSD means *symmetric* with xTAx≥0x^TAx\ge0.
- This is why one always says "interior in Symn\mathrm{Sym}_n": the ambient space matters for interior and boundary.