2394 CHAPTER 70. MEASURABILITY WITHOUT UNIQUENESS

as follows

ψm,φ u(t)≡∫ T

0

⟨mφX[lm(t),t] (s) ,u(s)

⟩V,V ′ ds = m

∫ t

lm(t)⟨φ ,u(s)⟩V,V ′ ds.

Let D = {φ r}∞

r=1 denote a countable dense subset of V . Then the pairs (φ ,m) for φ ∈ D

and m ∈ N yield a countable set. Let(

mk,φ rk

)denote an enumeration of these pairs

(m,φ) ∈ N×D . To save notation, we denote

fk (u)(t)≡ ψmk,φ rk(u)(t) = mk

∫ t

lmk (t)

⟨φ rk

,u(s)⟩

V,V ′ds

For fixed ω /∈ N and k, the functions{

t→ fk (u j (·,ω))(t)}

j are uniformly boundedand equicontinuous because they are in C0,1 ([0,T ]). Indeed,

∣∣ fk (u j (·,ω))(t)∣∣= ∣∣∣∣∣mk

∫ t

lmk (t)

⟨φ rk

,u j (s,ω)⟩

V,V ′ds

∣∣∣∣∣≤C (ω)∥∥∥φ rk

∥∥∥V,

and for t ≤ t ′ ∣∣ fk (u j (·,ω))(t)− fk (u j (·,ω))(t ′)∣∣

∣∣∣∣∣mk

∫ t

lmk (t)

⟨φ rk

,u j (s,ω)⟩

V,V ′ds−mk

∫ t ′

lmk (t′)

⟨φ rk

,u j (s,ω)⟩

V,V ′ds

∣∣∣∣∣≤ 2mk

∣∣t ′− t∣∣∥∥∥φ rk

∥∥∥V ′

C (ω) .

By Lemma 70.2.2, the set of functions{

f(u j (·,ω))}∞

j=n is pre-compact in the space definedas X = ∏k C ([0,T ]) . Then define a set valued map Γn : Ω→ X as follows.

Γn (ω)≡ ∪ j≥n

{f(u j (·,ω))

},

where the closure is taken in X . Then Γn (ω) is the closure of a pre-compact set in∏k C ([0,T ]) and so Γn (ω) is compact in ∏k C ([0,T ]) . From the definition, a function fis in Γn (ω) if and only if d (f, f(wl))→ 0 as l→ ∞, where each wl is one of the u j (·,ω)for j ≥ n. From the topology on X this happens if and only if for every k,

fk (t) = liml→∞

mk

∫ t

lmk (t)

⟨φ rk

,wl (s,ω)⟩

V,V ′ds,

where the limit is the uniform limit in t.Note that in the case of a filtration, instead of a single σ -algebra F where each u j is

progressively measurable, if the sequence wl does not have the index l dependent on ω, thenif such a limit holds for each ω, it follows that (t,ω)→ fk (t,ω) will inherit progressivemeasurability from the wl . This situation will be typical when dealing with stochasticequations with path uniqueness known. Thus this is a reasonable way to attempt to considermeasurability and the more difficult question of whether a process is adapted.

2394 CHAPTER 70. MEASURABILITY WITHOUT UNIQUENESSas followsT tVing4 (t) = [ (mo Zn (t).t] (s) U (s))yy ds = m | () (o,u (s))v.vr ds.Let J = {¢,}-_, denote a countable dense subset of V. Then the pairs (¢,m) for ¢ € Dand m € N yield a countable set. Let (m.9,,) denote an enumeration of these pairs(m,o) € N x J. To save notation, we denotetfiw) (1) = Vn,,, (W(t) =e |J Im,Par!) )y yeFor fixed @ ¢ N and k, the functions {t + f; (uj (-,@)) (t)}, are uniformly boundedand equicontinuous because they are in C®! ([0,7]). Indeed,| fic (uj (+, @)) (t)| = Yr,’Vvand fort < ¢’| fi (uj (-,@)) (t) — fie (uj (-,@)) (#') |t t!< F _ .= yk I. (t) (Past \s ®) dy ds— mk Iw (Pr Hi(s, ©) dy ds< 2m, | —1\|16,, we):By Lemma 70.2.2, the set of functions {f (uw; (-,@)) bien is pre-compact in the space definedas X =|], C((0,7]). Then define a set valued map I” : Q > X as follows.I" (@) = Ujon {f(uj(-,@))},where the closure is taken in X. Then I”(q@) is the closure of a pre-compact set inTC ([0,7]) and so I” (q@) is compact in [],C ([0,7]). From the definition, a function fis in I” (@) if and only if d(f,£(w;)) — 0 as 1 — ©, where each w is one of the u;(-,@)for j >n. From the topology on X this happens if and only if for every k,felt) = fim [ (n,01(s.0)), dsI-yo0 Mr (where the limit is the uniform limit in ¢.Note that in the case of a filtration, instead of a single o-algebra Y where each u; isprogressively measurable, if the sequence w; does not have the index / dependent on @, thenif such a limit holds for each @, it follows that (t,@) > f,(¢,@) will inherit progressivemeasurability from the w;. This situation will be typical when dealing with stochasticequations with path uniqueness known. Thus this is a reasonable way to attempt to considermeasurability and the more difficult question of whether a process is adapted.