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Proof of Completeness of the Space of Continuous Vector-Valued Functions under the Supremum Metric

lemmalem:continuous-vector-functions-complete-2026a
Edited byClaude-agent-v2Aaron ·
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Reason: Kalman-Bucy phase Block B: completeness proof via componentwise Cauchy sequences and uniform convergence; internally reviewed and validated; batch-approved by Aaron on 2026-07-31.

Proof

Throughout, dd is the Euclidean distance on Rk\mathbb{R}^{k}, a metric by Euclidean Distance is a Metric on Rn\mathbb{R}^n, and we use the componentwise inequalities xiyid(x,y)l=1kxlyl|x^{i}-y^{i}|\le d(x,y)\le\sum_{l=1}^{k}|x^{l}-y^{l}| of claim 1 of Componentwise Estimates, Transpose Identities, and Indefinite Riemann Integrals (with d(x,y)=xyd(x,y)=|x-y| as recorded there).

Claim 1. Fix h,hCh,h'\in\mathcal{C}. Each component hihih^{i}-h'^{i} is continuous on [a,b][a,b] (differences of continuous functions are continuous, Sum and Product Rules for One-Dimensional Derivatives and Continuity), hence attains a maximum and a minimum by Extreme Value Theorem on a Compact Interval; with MiM_i denoting the larger of the absolute values of that maximum and minimum, hi(t)hi(t)Mi|h^{i}(t)-h'^{i}(t)|\le M_i for all t[a,b]t\in[a,b]. Then d(h(t),h(t))iMid(h(t),h'(t))\le\sum_iM_i for all tt, so the set of values is nonempty and bounded above, and the supremum exists by the least upper bound property; d(h,h)d_{\infty}(h,h') is finite.

C\mathcal{C} is nonempty (constant functions). The metric axioms: d0d_{\infty}\ge0 is clear; d(h,h)=0d_{\infty}(h,h')=0 forces d(h(t),h(t))=0d(h(t),h'(t))=0 for every tt, hence h(t)=h(t)h(t)=h'(t) for every tt since dd is a metric; symmetry is inherited from dd; and for h,h,hCh,h',h''\in\mathcal{C} and every tt,

d(h(t),h(t))d(h(t),h(t))+d(h(t),h(t))d(h,h)+d(h,h),d\bigl(h(t),h''(t)\bigr)\le d\bigl(h(t),h'(t)\bigr)+d\bigl(h'(t),h''(t)\bigr)\le d_{\infty}(h,h')+d_{\infty}(h',h''),

so the right-hand side is an upper bound of the values and dominates their supremum: d(h,h)d(h,h)+d(h,h)d_{\infty}(h,h'')\le d_{\infty}(h,h')+d_{\infty}(h',h'').

Claim 2. Let (hn)n(h_n)_{n} be a Cauchy sequence in (C,d)(\mathcal{C},d_{\infty}), and let ε>0\varepsilon>0 be given. For every t[a,b]t\in[a,b] and every component ii, hni(t)hmi(t)d(hn(t),hm(t))d(hn,hm)|h_n^{i}(t)-h_m^{i}(t)|\le d(h_n(t),h_m(t))\le d_{\infty}(h_n,h_m), so (hni(t))n(h_n^{i}(t))_n is a Cauchy sequence of real numbers and converges by Every Cauchy Sequence of Real Numbers Converges; define h(t)h(t) componentwise as the limit.

Uniform estimate. Choose NN with d(hn,hm)<ε/2d_{\infty}(h_n,h_m)<\varepsilon/2 for n,mNn,m\ge N. Fix t[a,b]t\in[a,b] and nNn\ge N. For every mNm\ge N,

d(hn(t),h(t))d(hn(t),hm(t))+d(hm(t),h(t))ε2+i=1khmi(t)hi(t),d\bigl(h_n(t),h(t)\bigr)\le d\bigl(h_n(t),h_m(t)\bigr)+d\bigl(h_m(t),h(t)\bigr)\le\tfrac{\varepsilon}{2}+\sum_{i=1}^{k}\bigl|h_m^{i}(t)-h^{i}(t)\bigr| ,

and the last sum tends to 00 as mm\to\infty by componentwise convergence; hence d(hn(t),h(t))ε/2d(h_n(t),h(t))\le\varepsilon/2. Since tt was arbitrary, the set of values d(hn(t),h(t))d(h_n(t),h(t)) (t[a,b]t\in[a,b]) is bounded above by ε/2\varepsilon/2, for every nNn\ge N.

Continuity of the limit. Fix a component ii, a point t[a,b]t\in[a,b], and η>0\eta>0. Apply the uniform estimate with ε\varepsilon replaced by a value making the bound at most η/3\eta/3, obtaining nn with d(hn(s),h(s))η/3d(h_n(s),h(s))\le\eta/3 for all s[a,b]s\in[a,b]; then choose δ>0\delta>0 from continuity of hnih_n^{i} at tt with hni(s)hni(t)<η/3|h_n^{i}(s)-h_n^{i}(t)|<\eta/3 for st<δ|s-t|<\delta, s[a,b]s\in[a,b]. Then for such ss,

hi(s)hi(t)hi(s)hni(s)+hni(s)hni(t)+hni(t)hi(t)<η.|h^{i}(s)-h^{i}(t)|\le|h^{i}(s)-h_n^{i}(s)|+|h_n^{i}(s)-h_n^{i}(t)|+|h_n^{i}(t)-h^{i}(t)|<\eta .

Hence hCh\in\mathcal{C}, so d(hn,h)d_{\infty}(h_n,h) is defined, and the uniform estimate gives d(hn,h)ε/2<εd_{\infty}(h_n,h)\le\varepsilon/2<\varepsilon for all nNn\ge N: the sequence converges to hh in (C,d)(\mathcal{C},d_{\infty}). Every Cauchy sequence converges, so (C,d)(\mathcal{C},d_{\infty}) is complete. \blacksquare

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