72.4. THE MAIN ESTIMATE 2451

+2∫ tm

0R((

Z (u)◦ J−1)∗X lk (u)

)◦ JdW +

m−1

∑j=0

∣∣M (t j+1)−M (t j)

∣∣2−

m−1

∑j=1

∣∣X (t j+1)−X (t j)−

(M(t j+1

)−M (t j)

)∣∣2 (72.4.10)

where e(k)→ 0 in L1 (Ω) and a.e. ω .Can you obtain something similar even in case X0 is not assumed to be in Lp (Ω,V )?

Let Z0k ∈ Lp (Ω,V )∩L2 (Ω,H) ,Z0k→ X0 in L2 (Ω,H) . Then

|X (t1)−X0| ≤ |X (t1)−Z0k|+ |Z0k−X0|

Also, restoring the superscript to identify the parition,

X(

tk1

)−Z0k = X0−Z0k +

∫ tk1

0Y (s)ds+

∫ tk1

0Z (s)dW.

Of course ∥X̄−Z0k∥K is not bounded but for each k it is at least finite. There is a sequenceof partitions Pk,∥Pk∥ → 0 such that all the above holds. In the definitions of K,K′,Jreplace [0,T ] with [0, t] and let the resulting spaces be denoted by Kt ,K′t ,Jt . Let nk denotea subsequence of {k} such that

∥X̄−Z0k∥Ktnk1

< 1/k.

Then from the above lemma,

E

 supt∈[0,t

nk1 ]

∣∣X (tnk1

)−Z0k

∣∣2H

≤ C

(||Y ||K′

tnk1

,∥X̄−Z0k∥Ktnk1

, ||Z||Jtnk1

,∥X0−Z0k∥L2(Ω,H)

)

≤ C

(||Y ||K′

tnk1

,1k, ||Z||J

tnk1

,∥X0−Z0k∥L2(Ω,H)

)

HenceE(∣∣X (tnk

1

)−X0

∣∣2)≤ 2E(∣∣X (tnk

1

)−Z0k

∣∣2H

)+2E

(|Z0k−X0|2H

)≤ 2C

(||Y ||K′

tnk1

,1k, ||Z||J

tnk1

,∥X0−Z0k∥L2(Ω,H)

)+2∥Z0k−X0∥2

which converges to 0 as k→ ∞. It follows that there exists a suitable subsequence suchthat 72.4.10 holds even in the case that X0 is only known to be in L2 (Ω,H). From now on,assume this subsequence for the paritions Pk. Thus k will really be nk.

72.4. THE MAIN ESTIMATE 2451tm x m—1 4+2 R((Z(u)os“')" Xi (uw) oJdW + Y |M (1441) —M(4)|j=02m—1— y |X (tj41) —X (tj) — (M (ti41) —M(t)))| (72.4.10)j=lwhere e(k) > 0 in L! (Q) and ae. @.Can you obtain something similar even in case Xo is not assumed to be in L? (Q,V)?Let Zo, € L? (Q,V) NL? (Q,H) ,Zox — Xo in L? (Q,H). ThenIX (t1) — Xo] < |X (t1) — Zon + |Zox — Xo!Also, restoring the superscript to identify the parition,k fi fiX (tf) Zoe =X ~Zox+ [ v(s)as+ [ Z(s) dW.Of course ||X — Zox||x is not bounded but for each k it is at least finite. There is a sequenceof partitions Px, || A,|| + 0 such that all the above holds. In the definitions of K,K’,Jreplace [0,7] with [0,7] and let the resulting spaces be denoted by K;,K/,J;. Let ng denotea subsequence of {k} such that|x — Zo«ANK ny < 1/k.4Then from the above lemma,E| sup |X (t/") ~Zox%,te[0,r;*|< C IV lx, NX — Zoeller, NZI rnp »||Xo — Zoxl|12(0,n)nk ty t< C(I lg, sxsllZllyp, Xo —Zoels Kin , k’ wink ) 0 Ok 17(Q,H)HenceE (|x (r"*) ~Xo]’) <2E (|x (r"*) ~ Zoli) 42E (Zo —Xoliz)1 2< 2c (ir llZllr ny Xo -Zaheu +2 ||Zox — Xo||hy 1which converges to 0 as k — oo, It follows that there exists a suitable subsequence suchthat 72.4.10 holds even in the case that Xo is only known to be in L? (Q,H). From now on,assume this subsequence for the paritions Y,. Thus k will really be nx.