Direct integration of a beam: Difference between revisions

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In [[mathematics]], an '''integration by parts operator''' is a [[linear operator]] used to formulate [[integration by parts]] formulae; the most interesting examples of integration by parts operators occur in infinite-dimensional settings and find uses in [[stochastic analysis]] and its applications.
 
==Definition==
 
Let ''E'' be a [[Banach space]] such that both ''E'' and its [[continuous dual space]] ''E''<sup>∗</sup> are [[separable space]]s; let ''&mu;'' be a [[Borel measure]] on ''E''.  Let ''S'' be any (fixed) [[subset]] of the class of functions defined on ''E''. A linear operator ''A''&nbsp;:&nbsp;''S''&nbsp;→&nbsp;''L''<sup>2</sup>(''E'',&nbsp;''&mu;'';&nbsp;'''R''') is said to be an '''integration by parts operator''' for ''&mu;'' if
 
:<math>\int_{E} \mathrm{D} \varphi(x) h(x) \, \mathrm{d} \mu(x) = \int_{E} \varphi(x) (A h)(x) \, \mathrm{d} \mu(x)</math>
 
for every [[smooth function|''C''<sup>1</sup> function]] ''&phi;''&nbsp;:&nbsp;''E''&nbsp;→&nbsp;'''R''' and all ''h''&nbsp;∈&nbsp;''S'' for which either side of the above equality makes sense.  In the above, D''&phi;''(''x'') denotes the [[Fréchet derivative]] of ''&phi;'' at ''x''.
 
==Examples==
 
* Consider an [[abstract Wiener space]] ''i''&nbsp;:&nbsp;''H''&nbsp;→&nbsp;''E'' with abstract Wiener measure ''&gamma;''.  Take ''S'' to be the set of all ''C''<sup>1</sup> functions from ''E'' into ''E''<sup>∗</sup>; ''E''<sup>∗</sup> can be thought of as a subspace of ''E'' in view of the inclusions
 
::<math>E^{*} \xrightarrow{i^{*}} H^{*} \cong H \xrightarrow{i} E.</math>
 
:For ''h''&nbsp;&isin;&nbsp;''S'', define ''Ah'' by
 
::<math>(A h)(x) = h(x) x - \mathrm{trace}_{H} \mathrm{D} h(x).</math>
 
:This operator ''A'' is an integration by parts operator, also known as the [[divergence]] operator; a proof can be found in Elworthy (1974).
 
* The [[classical Wiener space]] ''C''<sub>0</sub> of [[continuous function|continuous paths]] in '''R'''<sup>''n''</sup> starting at zero and defined on the [[interval (mathematics)|unit interval]] [0,&nbsp;1] has another integration by parts operator. Let ''S'' be the collection
 
::<math>S = \left\{ \left. h \colon C_{0} \to L_{0}^{2, 1} \right| h \mbox{ is bounded and non-anticipating} \right\},</math>
 
:i.e., all [[bounded function|bounded]], [[adapted process|adapted]] processes with [[absolutely continuous]] sample paths.  Let ''&phi;''&nbsp;:&nbsp;''C''<sub>0</sub>&nbsp;&rarr;&nbsp;'''R''' be any ''C''<sup>1</sup> function such that both ''&phi;'' and D''&phi;'' are bounded. For ''h''&nbsp;&isin;&nbsp;''S'' and ''&lambda;''&nbsp;&isin;&nbsp;'''R''', the [[Girsanov theorem]] implies that
 
::<math>\int_{C_{0}} \varphi (x + \lambda h(x)) \, \mathrm{d} \gamma(x) = \int_{C_{0}} \varphi(x) \exp \left( \lambda \int_{0}^{1} \dot{h}_{s} \cdot \mathrm{d} x_{s} - \frac{\lambda^{2}}{2} \int_{0}^{1} | \dot{h}_{s} |^{2} \, \mathrm{d} s \right) \, \mathrm{d} \gamma(x).</math>
 
:Differentiating with respect to ''&lambda;'' and setting ''&lambda;''&nbsp;=&nbsp;0 gives
 
::<math>\int_{C_{0}} \mathrm{D} \varphi(x) h(x) \, \mathrm{d} \gamma(x) = \int_{C_{0}} \varphi(x) (A h) (x) \, \mathrm{d} \gamma(x),</math>
 
:where (''Ah'')(''x'') is the [[Itō integral]]
 
::<math>\int_{0}^{1} \dot{h}_{s} \cdot \mathrm{d} x_{s}.</math>
 
:The same relation holds for more general ''&phi;'' by an approximation argument; thus, the Itō integral is an integration by parts operator and can be seen as an infinite-dimensional divergence operator.  This is the same result as the [[Clark-Ocone theorem#Integration by parts on Wiener space|integration by parts formula derived from the Clark-Ocone theorem]].
 
==References==
 
* {{cite book
| last = Bell
| first = Denis R.
| title = The Malliavin calculus
| publisher = Dover Publications Inc.
| location = Mineola, NY
| year = 2006
| pages = x+113
| isbn = 0-486-44994-7
}} {{MathSciNet|id=2250060}} (See section 5.3)
* {{cite book
| last = Elworthy
| first =  K. David
| chapter = Gaussian measures on Banach spaces and manifolds
| title = Global analysis and its applications (Lectures, Internat. Sem. Course, Internat. Centre Theoret. Phys., Trieste, 1972), Vol. II
| pages = 151&ndash;166
| publisher = Internat. Atomic Energy Agency
| address = Vienna
| year = 1974
}} {{MathSciNet|id=0464297}}
 
[[Category:Integral calculus]]
[[Category:Measure theory]]
[[Category:Operator theory]]
[[Category:Stochastic processes]]

Latest revision as of 02:38, 2 February 2014

In mathematics, an integration by parts operator is a linear operator used to formulate integration by parts formulae; the most interesting examples of integration by parts operators occur in infinite-dimensional settings and find uses in stochastic analysis and its applications.

Definition

Let E be a Banach space such that both E and its continuous dual space E are separable spaces; let μ be a Borel measure on E. Let S be any (fixed) subset of the class of functions defined on E. A linear operator A : S → L2(EμR) is said to be an integration by parts operator for μ if

for every C1 function φ : E → R and all h ∈ S for which either side of the above equality makes sense. In the above, Dφ(x) denotes the Fréchet derivative of φ at x.

Examples

  • Consider an abstract Wiener space i : H → E with abstract Wiener measure γ. Take S to be the set of all C1 functions from E into E; E can be thought of as a subspace of E in view of the inclusions
For h ∈ S, define Ah by
This operator A is an integration by parts operator, also known as the divergence operator; a proof can be found in Elworthy (1974).
i.e., all bounded, adapted processes with absolutely continuous sample paths. Let φ : C0 → R be any C1 function such that both φ and Dφ are bounded. For h ∈ S and λ ∈ R, the Girsanov theorem implies that
Differentiating with respect to λ and setting λ = 0 gives
where (Ah)(x) is the Itō integral
The same relation holds for more general φ by an approximation argument; thus, the Itō integral is an integration by parts operator and can be seen as an infinite-dimensional divergence operator. This is the same result as the integration by parts formula derived from the Clark-Ocone theorem.

References