Carré du champ operator
The carré du champ operator (French for square of a field operator) is a bilinear, symmetric operator from analysis and probability theory. The carré du champ operator measures how far an infinitesimal generator is from being a derivation.[1]
The operator was introduced in 1969[2] by Hiroshi Kunita [wd ] and independently discovered in 1976[3] by Jean-Pierre Roth in his doctoral thesis.
The name "carré du champ" comes from electrostatics.
Carré du champ operator for a Markov semigroup
[edit ]Let {\displaystyle (X,{\mathcal {E}},\mu )} be a σ-finite measure space, {\displaystyle \{P_{t}\}_{t\geq 0}} a Markov semigroup of non-negative operators on {\displaystyle L^{2}(X,\mu )}, {\displaystyle A} the infinitesimal generator of {\displaystyle \{P_{t}\}_{t\geq 0}} and {\displaystyle {\mathcal {A}}} the algebra of functions in {\displaystyle {\mathcal {D}}(A)}, i.e. a vector space such that for all {\displaystyle f,g\in {\mathcal {A}}} also {\displaystyle fg\in {\mathcal {A}}}.
Carré du champ operator
[edit ]The carré du champ operator of a Markovian semigroup {\displaystyle \{P_{t}\}_{t\geq 0}} is the operator :{\mathcal {A}}\times {\mathcal {A}}\to \mathbb {R} } {\displaystyle \Gamma :{\mathcal {A}}\times {\mathcal {A}}\to \mathbb {R} } defined (following P. A. Meyer) as
- {\displaystyle \Gamma (f,g)={\frac {1}{2}}\left(A(fg)-fA(g)-gA(f)\right)}
Properties
[edit ]From the definition, it follows that[1]
- {\displaystyle \Gamma (f,g)=\lim \limits _{t\to 0}{\frac {1}{2t}}\left(P_{t}(fg)-P_{t}fP_{t}g\right).}
For {\displaystyle f\in {\mathcal {A}}} we have {\displaystyle P_{t}(f^{2})\geq (P_{t}f)^{2}} and thus {\displaystyle A(f^{2})\geq 2fAf} and
- {\displaystyle \Gamma (f):=\Gamma (f,f)\geq 0,\quad \forall f\in {\mathcal {A}}}
therefore the carré du champ operator is positive.
The domain is
- {\displaystyle {\mathcal {D}}(A):=\left\{f\in L^{2}(X,\mu );\;\lim \limits _{t\downarrow 0}{\frac {P_{t}f-f}{t}}{\text{ exists and is in }}L^{2}(X,\mu )\right\}.}
Remarks
[edit ]- The definition in Roth's thesis is slightly different.[3]
Bibliography
[edit ]- Ledoux, Michel (2000). "The geometry of Markov diffusion generators". Annales de la Faculté des Sciences de Toulouse: Mathématiques. Série 6. 9 (2): 305–366. doi:10.5802/afst.962 . hdl:20.500.11850/146400 .
- Meyer, Paul-André (1976). "L'Operateur carré du champ". Séminaire de Probabilités X Université de Strasbourg. Lecture Notes in Mathematics (in French). Vol.511. Berlin, Heidelberg: Springer. pp.142–161. doi:10.1007/BFb0101102. ISBN 978-3-540-07681-0.
References
[edit ]- 1 2 Ledoux, Michel (2000). "The geometry of Markov diffusion generators". Annales de la Faculté des Sciences de Toulouse: Mathématiques. Série 6. 9 (2): 312. doi:10.5802/afst.962 . hdl:20.500.11850/146400 .
- ↑ Kunita, Hiroshi (1969). "Absolute continuity of Markov processes and generators". Nagoya Mathematical Journal. 36: 1–26. doi:10.1017/S0027763000013106 . S2CID 118693611.
- 1 2 Roth, Jean-Pierre (1976). "Opérateurs dissipatifs et semi-groupes dans les espaces de fonctions continues". Annales de l'Institut Fourier. 26 (4): 1–97. doi:10.5802/aif.632 .
- ↑ Ledoux, Michel (2000). "The geometry of Markov diffusion generators". Annales de la Faculté des Sciences de Toulouse: Mathématiques. Série 6. 9 (2): 305–366. doi:10.5802/afst.962 . hdl:20.500.11850/146400 .
- ↑ Meyer, Paul-André (1976). "L'Operateur carré du champ". Séminaire de Probabilités X Université de Strasbourg. Lecture Notes in Mathematics (in French). Vol. 511. Berlin, Heidelberg: Springer. pp. 142–161. doi:10.1007/BFb0101102. ISBN 978-3-540-07681-0.