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LemmaStatement: Literature-sourcedProof: AI-adaptedPipeline-generatedaudited 2026-09-22
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Brownian closed-set hitting times are stopping times

Statement

Assume the Axiom of Choice. Let B be a standard Brownian motion all of whose paths are continuous, as in the canonical path-space realization of Wiener measure on continuous path space. Let CR be a closed set, with dist(x,):=+, and put τC:=inf{t0:BtC},inf:=+. Then τC is a stopping time for the raw natural filtration (Ft0) Natural and usual augmented Brownian filtrations; consequently it is a stopping time for the usual augmentation (Ft) and for every filtration containing (Ft0). The conclusion uses neither right-continuity of the filtration nor a separation assumption at time zero.

Facts & Assumptions

Given: AC, a standard Brownian motion B with everywhere continuous paths, and a closed set CR.

[F1]

A stopping time for a filtration is a map τ with {τt}Ft for all t0; larger filtrations keep the property. Continuous-time stopping times and stopped sigma-algebras Continuous-time filtrations and all-pairs martingales

[F2]

The raw natural filtration is Ft0=σ(Bs:0st), and the usual augmentation contains it. Natural and usual augmented Brownian filtrations

[F3]

The explicit hypothesis gives continuity of every path. For nonempty closed C, put dC(x)=infzCxz. This is a finite nonnegative real. Taking infima in xzxy+yz gives dC(x)xy+dC(y); swapping x,y proves dC(x)dC(y)xy, hence continuity. For xC, dC(x)=0. For xC, the open complement contains (xr,x+r) for some r>0, so dC(x)r>0. Thus dC(x)=0 exactly on C. Open subset of R (every point has a neighbourhood inside it), closed subset (complement open), and clopen

[F4]

Every bounded real sequence has a convergent subsequence; a limit of points of [0,t] lies in [0,t], since a limit strictly outside would eventually force the points outside. Rationals lie strictly between any two distinct reals. Bolzano-Weierstrass: every bounded real sequence has a convergent subsequence The rationals embed densely in the reals

[F5]

The canonical coordinate process under Wiener measure is a standard Brownian motion with continuous paths. Wiener measure on continuous path space Existence of continuous Brownian motion

[F6]

AC is declared because the ambient Brownian construction assumes it. The Axiom of Choice

Proof

technique · direct
1.1

If C=, then τC= and all its finite-time test events are empty; this case is settled. Now assume C. Fix t0 and put Gt:=n1qQ[0,t]{dist(Bq,C)<1/n}. For a point of Gt, use the declared AC to select qnQ[0,t] with dist(Bqn,C)<1/n for every n1. Apply [F4] to the bounded sequence (qj+1)jN, obtaining a subsequence qnk converges to some q[0,t]; continuity of the path and of the distance give 0dist(Bq,C)lim infk(dist(Bq,C)dist(Bqnk,C))+lim supk1/nk=0, hence dist(Bq,C)=0 and BqC by [F3], so τCqt. Thus Gt{τCt}.

F3F4F6given
2.1

Conversely suppose τCt. The hitting set is nonempty and bounded below. By its infimum property choose, using AC, a hit sn[τC,τC+1/n) for each n1. Then snτC, so continuity and [F3] imply dC(BτC)=limndC(Bsn)=0; hence BτCC. Given n1, continuity at s=τC and rational density supply qQ[0,t] with BqBs<1/n: use an interior rational sufficiently near s when s>0, and q=0 when s=0. Thus dC(Bq)BqBs<1/n. This proves {τCt}Gt. Together with step 1.1 it yields equality for every t0. At t=0, G0=n1{dC(B0)<1/n}={B0C}.

F3F4F6step 1.1
3.1

Each set {dist(Bq,C)<1/n} is in Fq0Ft0 for qt, because dist(,C) is continuous hence Borel and Bq is Fq0-measurable; the union over the countable set Q[0,t] and the intersection over n are therefore in Ft0. By step 2.1, {τCt}Ft0 for every t0, so τC is a stopping time for (Ft0) by [F1], and hence for (Ft) by [F2].

F1F2F3step 2.1
4.1

The result concerns the given everywhere-continuous process; [F5] supplies the canonical realization as an example. No transfer to another raw natural filtration by null modification is used. The usual-augmentation conclusion follows solely by inclusion in step 3.1. For C=R, τC=0 and Gt=Ω; the empty-set case was settled in step 1.1. AC supplies the countable selections of approximating rational times and hit times made in steps 1.1 and 2.1, as well as the ambient construction [F6].

F5F6step 1.1step 2.1step 3.1

Source notes

The proof supplies the exact rational-distance formula for a closed subset of the real line and an everywhere-continuous process. The listed probability texts provide background on hitting times; no extension from an arbitrary almost-surely continuous version by terminal-null completion is claimed.

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