61.9. ABSTRACT WIENER SPACES 2035

However, H is also equal to the countable union of the sets,

An ≡{

x ∈ H : ((x,e1)H , · · · ,(x,ean)H) ∈ B(0,n)}

where an→ ∞.

ν (An) ≡ 1(√2π)an

∫B(0,n)

e−12 |t|

2dt

≤ 1(√2π)an

∫ n

−n· · ·∫ n

−ne−|t|

2/2dt1 · · ·dtan

=

(∫ n−n e−x2/2dx√

)an

Now pick an so large that the above is smaller than 1/2n+1. This can be done because forno matter what choice of n, ∫ n

−n e−x2/2dx√

2π< 1.

Then∞

∑n=1

ν (An)≤∞

∑n=1

12n+1 =

12.

This proves the proposition and shows something else must be done to get a countablyadditive measure from ν .

However, let µ (C) ≡ νM (C) where C is a cylinder set of the form C = B+M⊥ for Ma finite dimensional subspace.

Proposition 61.9.8 µ is finitely additive on C the algebra of cylinder sets.

Proof: LetA≡ {x ∈ H : ((x,e1) , · · · ,(x,en)) ∈ E} ,

B≡ {x ∈ H : ((x, f1) , · · · ,(x, fm)) ∈ F}

be two disjoint cylinder sets. Then writing them differently as was done earlier they are

{x ∈ H : ((x,e1) , · · · ,(x,en) ,(x, f1) , · · · ,(x, fm)) ∈ E×Rm}

and{x ∈ H : ((x,e1) , · · · ,(x,en) ,(x, f1) , · · · ,(x, fm)) ∈ Rn×F}

respectively. Hence the two sets E ×Rm,Rn×F must be disjoint. Then the definitionyields µ (A∪B) = µ (A)+µ (B). This proves the proposition.

Definition 61.9.9 Let H be a separable Hilbert space and let ||·|| be a norm defined on Hwhich has the following property. Whenever {en} is an orthonormal sequence of vectorsin H and F ({en}) consists of the set of all orthogonal projections onto the span of finitely

61.9. ABSTRACT WIENER SPACES 2035However, H is also equal to the countable union of the sets,An = {x eH: ((x,e1) ys (Xan) a) € B(0,n)}where dy, — ©.1 1 j4)2Vv An ——a | eo 2ltl dt(An) (/22)" /B(0.n)1 nH nwae! af elt! 2dr ---dtg,FL eo 2dx\"7 V2Now pick a, so large that the above is smaller than 1/ 2+! This can be done because forno matter what choice of n,fon e* 2dx<i.V2nThen- i 13 V(An) < »y ntl 9°n=1 n=1This proves the proposition and shows something else must be done to get a countablyadditive measure from Vv.However, let (C) = vy (C) where C is a cylinder set of the form C = B+ M+ for Ma finite dimensional subspace.Proposition 61.9.8 is finitely additive on @ the algebra of cylinder sets.Proof: LetA= {x EH: ((x,e1),-++,(%en)) € EF},B={xEH: ((x,fi),---,(%,fm)) € F}be two disjoint cylinder sets. Then writing them differently as was done earlier they are{xeH: ((x,€1) ,7°° (Xn) (Xfi) 7° (x, fm) cExR"}and{xeH: ((x,e1) .7*° (x, en) (%, fi) 00 (x, fm)) ER’ x F}respectively. Hence the two sets E x R”,R" x F must be disjoint. Then the definitionyields u (AUB) = uw (A) + (B). This proves the proposition.Definition 61.9.9 Let H be a separable Hilbert space and let ||-|| be a norm defined on Hwhich has the following property. Whenever {e,} is an orthonormal sequence of vectorsin H and F ({e,}) consists of the set of all orthogonal projections onto the span of finitely