72.6. THE ITO FORMULA 2455

Now consider the other term, 72.6.14 using the n just determined. This term is of theform

qk−1

∑j=1

∫ t j+1

t j

⟨Y (s) ,X r

k (s)−X lk (s)−Pn

(Mr

k (s)−Mlk (s)

)⟩ds

=∫ t

t1

⟨Y (s) ,X r

k (s)−X lk (s)−Pn

(Mr

k (s)−Mlk (s)

)⟩ds

where Mrk denotes the step function

Mrk (t) =

mk−1

∑i=0

M (ti+1)X(ti,ti+1] (t)

and Mlk is defined similarly. The term∫ t

t1

⟨Y (s) ,Pn

(Mr

k (s)−Mlk (s)

)⟩ds

converges to 0 for a.e. ω as k→ ∞.This is because the integrand converges to 0 thanks tothe continuity of M (t) and also since this is a projection onto a finite dimensional subspaceof V, Therefore, for each ω off a set of measure zero,∫ t

t1

⟨Y (s) ,Pn

(Mr

k (s)−Mlk (s)

)⟩ds

≤∫ t

t1∥Y (s)∥V ′

∥∥∥Pn

(Mr

k (s)−Mlk (s)

)∥∥∥V

ds

and this last integral converges to 0 as k→ ∞ because Pn (M (s)) is uniformly boundedin V so there is no problem getting a dominating function for the dominated convergencetheorem. Let

Ak ≡[∣∣∣∣∫ t

t1∥Y (s)∥V ′

∥∥∥Pn

(Mr

k (s)−Mlk (s)

)∥∥∥V

ds∣∣∣∣> ε

]Then since the partitions are increasing, these sets are decreasing as k increases and theirintersection has measure zero. Hence P(Ak)→ 0. It follows that

limk→∞

P([∣∣∣∣∫ t

t1

⟨Y (s) ,Pn

(Mr

k (s)−Mlk (s)

)⟩ds∣∣∣∣> ε

])≤

limk→∞

P([∣∣∣∣∫ t

t1∥Y (s)∥V ′

∥∥∥Pn

(Mr

k (s)−Mlk (s)

)∥∥∥V

ds∣∣∣∣> ε

])= 0

Now consider ∫ t

t1

⟨Y (s) ,X r

k (s)−X lk (s)

⟩ds

This converges to 0 in L1 (Ω) because it is of the form∫ t

t1⟨Y (s) ,X r

k (s)⟩ds−∫ t

t1

⟨Y (s) ,X l

k (s)⟩

ds

72.6. THE ITO FORMULA 2455Now consider the other term, 72.6.14 using the n just determined. This term is of theformIK=1Y |yf (9) Xe) —XL(0) ~Pa (Melo) -Mi(s)) as=f (X).XE (5) —XL(0) —Fa (img (s) —Mh()) atywhere M; denotes the step functionm1My. (t) = y M (ti41) Ktitis] (t)i=0and M Hi is defined similarly. The termJ (6) .Pa (mes) —Mh())) astconverges to 0 for a.e. @ as k — .This is because the integrand converges to 0 thanks tothe continuity of M(t) and also since this is a projection onto a finite dimensional subspaceof V, Therefore, for each @ off a set of measure zero,[ (¥(s) Px (1M (s)—Mh(s)) ds< [Wl [Pa (Me(— Ms),and this last integral converges to 0 as k — co because P, (M(s)) is uniformly boundedin V so there is no problem getting a dominating function for the dominated convergencetheorem. Let ;A= I [ir cilw |r (me) —mh) 43] >&Then since the partitions are increasing, these sets are decreasing as k increases and theirintersection has measure zero. Hence P (Ax) — 0. It follows thatr( +):jim P (fir) >e|) =0Now consider[ (¥ (5) Pa (Mg (s) —ML(s)) )dstyP, (um; (s) ML (s)) | asi (¥ (3) X¢(s) —XL(s)) dstyThis converges to 0 in L! (Q) because it is of the form[ r.xeas— [(¥0).xL0)) asty ty