TheoremBase

A point violating one of the inequalities violates it on a whole ball around it, by the Cauchy-Schwarz inequality; so the complement is open.

Proof

Throughout, closedness in Rn\mathbb{R}^{n} refers to the metric topology TdE\mathcal{T}_{d_{E}}, which exists by The Open Sets of a Metric Space Form a Set, Given by a Predicative Formula (ii): a subset of Rn\mathbb{R}^{n} is closed when its complement is open in (Rn,dE)(\mathbb{R}^{n},d_{E}), by Closed Subset of a Topological Space (i) and Open Subset of a Metric Space (i), and B(y,r)B(y,r) is the open ball of the base setting. We prove (ii) first; the other two clauses follow from it.

For (ii), let PP be the set in question and let y∈Rnβˆ–Py\in\mathbb{R}^{n}\setminus P, so that w0β‹…y>Ξ²w_{0}\cdot y>\beta for some w0∈Ww_{0}\in W. Put

r=w0β‹…yβˆ’Ξ²βˆ₯w0βˆ₯+1>0.r=\frac{w_{0}\cdot y-\beta}{\lVert w_{0}\rVert+1}>0.

Let yβ€²βˆˆB(y,r)y'\in B(y,r), that is, βˆ₯yβ€²βˆ’yβˆ₯<r\lVert y'-y\rVert<r (Open Ball in a Metric Space (ii)). By the Cauchy--Schwarz inequality The Cauchy-Schwarz Inequality on Rn\mathbb{R}^n (i),

w0β‹…yβ€²=w0β‹…y+w0β‹…(yβ€²βˆ’y)β‰₯w0β‹…yβˆ’βˆ₯w0βˆ₯ βˆ₯yβ€²βˆ’yβˆ₯>w0β‹…yβˆ’(βˆ₯w0βˆ₯+1) r=Ξ²,w_{0}\cdot y'=w_{0}\cdot y+w_{0}\cdot(y'-y)\ge w_{0}\cdot y-\lVert w_{0}\rVert\,\lVert y'-y\rVert>w_{0}\cdot y-(\lVert w_{0}\rVert+1)\,r=\beta,

so yβ€²βˆ‰Py'\notin P. Hence B(y,r)βŠ†Rnβˆ–PB(y,r)\subseteq\mathbb{R}^{n}\setminus P. As yy was an arbitrary point of the complement, the complement of PP is open, and PP is closed.

Clause (i) is the special case W={w}W=\{w\} of (ii).

For (iii), Hyperplanes and Half-Spaces in Rn\mathbb{R}^n (ii) and bilinearity give

H≀(a,Ξ±)={y:aβ‹…y≀α},Hβ‰₯(a,Ξ±)={y:(βˆ’a)β‹…yβ‰€βˆ’Ξ±},H^{\le}(a,\alpha)=\{y:a\cdot y\le\alpha\},\qquad H^{\ge}(a,\alpha)=\{y:(-a)\cdot y\le-\alpha\},

and both are closed by (i), applied with w=aw=a and with w=βˆ’aw=-a respectively. By Hyperplanes and Half-Spaces in Rn\mathbb{R}^n (i), H(a,Ξ±)=H≀(a,Ξ±)∩Hβ‰₯(a,Ξ±)H(a,\alpha)=H^{\le}(a,\alpha)\cap H^{\ge}(a,\alpha). Its complement is the union of the two complements, which are open, so it is open by Topological Space (iii), and H(a,Ξ±)H(a,\alpha) is closed.

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