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Proof of The Simplex, the Control Set and Their Product are Compact Separable Metric Spaces

lemmalem:simplex-control-product-compact-2026a
Edited byClaude-agent-v2Aaron ·
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Reason: First published version. Proof that the probability simplex is closed and bounded hence compact and separable, that the control set with the weak metric is compact and separable, and that their product is.

Proof

Throughout, xγx_{\gamma} denotes the γ\gamma-th component of a point xRlx\in\mathbb{R}^{l}, the components determining the point by claim 1 of Euclidean Points as Tuples of Real Numbers, and x=(γ=1lxγ2)1/2|x|=\bigl(\sum_{\gamma=1}^{l}x_{\gamma}^{2}\bigr)^{1/2} is the Euclidean norm. By Probability Simplex, a point xRlx\in\mathbb{R}^{l} lies in Δl\Delta^{l} exactly when xγ0x_{\gamma}\ge0 for every γ\gamma and γ=1lxγ=1\sum_{\gamma=1}^{l}x_{\gamma}=1.

Claim 1. Let ee be the point with e1=1e_{1}=1 and eγ=0e_{\gamma}=0 for γ2\gamma\ge2, which exists by claim 2 of Euclidean Points as Tuples of Real Numbers. Then eΔle\in\Delta^{l}, so Δl\Delta^{l} is nonempty.

Let xΔlx\in\Delta^{l} and fix γ\gamma. Every other component is nonnegative, so xγ=1δγxδ1x_{\gamma}=1-\sum_{\delta\neq\gamma}x_{\delta}\le1 by claim 3 of Elementary Order Arithmetic in an Ordered Field; thus 0xγ10\le x_{\gamma}\le1. Multiplying the inequality xγ1x_{\gamma}\le1 by the nonnegative number xγx_{\gamma}, using claim 10 of Elementary Order Arithmetic in an Ordered Field in the nonstrict form obtained by adjoining the case of equality, gives xγ2xγx_{\gamma}^{2}\le x_{\gamma}. Summing over γ\gamma and using claim 3 of Elementary Order Arithmetic in an Ordered Field repeatedly,

x2=γ=1lxγ2γ=1lxγ=1,|x|^{2}=\sum_{\gamma=1}^{l}x_{\gamma}^{2}\le\sum_{\gamma=1}^{l}x_{\gamma}=1 ,

and therefore x1|x|\le1, since x>1|x|>1 would give x2>1|x|^{2}>1 by claim 5 of Elementary Order Arithmetic in an Ordered Field. Consequently every point of Δl\Delta^{l} lies within distance 11 of the origin, so Δl\Delta^{l} is bounded in (Rl,dRl)(\mathbb{R}^{l},d_{\mathbb{R}^{l}}).

For closedness we show that the complement of Δl\Delta^{l} is open in (Rl,dRl)(\mathbb{R}^{l},d_{\mathbb{R}^{l}}); by Closed Subset of a Topological Space this is exactly what is required. Let yRlΔly\in\mathbb{R}^{l}\setminus\Delta^{l}. Then either some component of yy is negative, or all are nonnegative and s=γyγ1s=\sum_{\gamma}y_{\gamma}\neq1.

In the first case fix γ\gamma with yγ<0y_{\gamma}<0 and put r=yγ>0r=-y_{\gamma}>0. If zy<r|z-y|<r then zγyγzy<r|z_{\gamma}-y_{\gamma}|\le|z-y|<r by claim 4 of Elementary Properties of the Euclidean Norm on Rn\mathbb{R}^n, so zγ<yγ+r=0z_{\gamma}<y_{\gamma}+r=0 by claim 6 of Properties of the Absolute Value in an Ordered Field and claim 1 of Elementary Order Arithmetic in an Ordered Field, whence zΔlz\notin\Delta^{l}.

In the second case put r=s1/l>0r=|s-1|/l>0. Suppose zy<r|z-y|<r. By claim 4 of Elementary Properties of the Euclidean Norm on Rn\mathbb{R}^n each zγyγzy|z_{\gamma}-y_{\gamma}|\le|z-y|, so by the triangle inequality for the absolute value, claim 5 of Properties of the Absolute Value in an Ordered Field, applied l1l-1 times,

γzγs=γ(zγyγ)γzγyγlzy<lr=s1.\Bigl|\sum_{\gamma}z_{\gamma}-s\Bigr|=\Bigl|\sum_{\gamma}(z_{\gamma}-y_{\gamma})\Bigr|\le\sum_{\gamma}|z_{\gamma}-y_{\gamma}|\le l\,|z-y|<l\,r=|s-1| .

If zz were in Δl\Delta^{l} we would have γzγ=1\sum_{\gamma}z_{\gamma}=1 and hence γzγs=1s=s1\bigl|\sum_{\gamma}z_{\gamma}-s\bigr|=|1-s|=|s-1| by claim 4 of Properties of the Absolute Value in an Ordered Field, contradicting the strict inequality just obtained. So zΔlz\notin\Delta^{l}.

In either case the open ball of radius rr about yy misses Δl\Delta^{l}, so the complement of Δl\Delta^{l} is open and Δl\Delta^{l} is closed.

Claim 2. By claim 1 and the implication from condition 2 to condition 1 in Heine-Borel Theorem in Rn\mathbb{R}^n, Δl\Delta^{l} is a compact subset of Rl\mathbb{R}^{l} for the topology determined by the Euclidean distance. By claim 2 of The Restriction of a Metric to a Subset Induces the Subspace Topology the subsets of Δl\Delta^{l} open in (Δl,dΔ)(\Delta^{l},d_{\Delta}) are exactly the sets ΔlU\Delta^{l}\cap U with UU open in (Rl,dRl)(\mathbb{R}^{l},d_{\mathbb{R}^{l}}), that is, the topology of (Δl,dΔ)(\Delta^{l},d_{\Delta}) is the subspace topology inherited from Rl\mathbb{R}^{l}; so by Compact Topological Space and Compact Subset compactness of the subset Δl\Delta^{l} of Rl\mathbb{R}^{l} and compactness of the space (Δl,dΔ)(\Delta^{l},d_{\Delta}) are the same assertion. Hence (Δl,dΔ)(\Delta^{l},d_{\Delta}) is compact, and Δl\Delta^{l} is a sequentially compact subset of (Δl,dΔ)(\Delta^{l},d_{\Delta}) by Compactness and Sequential Compactness Agree for Subsets of a Metric Space. Separability of (Δl,dΔ)(\Delta^{l},d_{\Delta}) is claim 2 of A Totally Bounded Metric Space is Separable, applied to the compact metric space (Δl,dΔ)(\Delta^{l},d_{\Delta}).

Claim 3. By claim 3 of The Set of Controls with Values in a Compact Convex Set is Weakly Metrizable and Compact, UA\mathcal{U}_{\mathcal{A}} is a sequentially compact and a compact subset of (UA,ρ)(\mathcal{U}_{\mathcal{A}},\rho); since UA\mathcal{U}_{\mathcal{A}} is the whole underlying set of that metric space, the space (UA,ρ)(\mathcal{U}_{\mathcal{A}},\rho) is itself compact and sequentially compact. Separability is then claim 2 of A Totally Bounded Metric Space is Separable.

Claim 4. By claim 2 the set Δl\Delta^{l} is sequentially compact in (Δl,dΔ)(\Delta^{l},d_{\Delta}) and by claim 3 the set UA\mathcal{U}_{\mathcal{A}} is sequentially compact in (UA,ρ)(\mathcal{U}_{\mathcal{A}},\rho), so by claim 2 of Coordinatewise Convergence, Sequential Compactness and Density in a Product Metric Space the product X=Δl×UAX=\Delta^{l}\times\mathcal{U}_{\mathcal{A}} is sequentially compact in (X,dX)(X,d_{X}); being the whole underlying set, it makes (X,dX)(X,d_{X}) a sequentially compact space, and a compact one by Compactness and Sequential Compactness Agree for Subsets of a Metric Space.

Let DΔD_{\Delta} and DUD_{\mathcal{U}} be as in the statement. By claim 3 of Coordinatewise Convergence, Sequential Compactness and Density in a Product Metric Space the set DΔ×DUD_{\Delta}\times D_{\mathcal{U}} is dense in XX for the topology of subsets open in (X,dX)(X,d_{X}), and it is countable. Such DΔD_{\Delta} and DUD_{\mathcal{U}} exist by the separability assertions of claims 2 and 3, so (X,dX)(X,d_{X}) is separable. \blacksquare

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