Probability theory and stochastic processes Definition
Green's function of a Markov process
Builds on Potential operator of a Markov processExcessive functionWiener processGreen's function for the LaplacianMarkov chainMeasure
Definition
Let be a measurable space with a σ-finite measure . Let be a sub-Markov transition semigroup on with potential kernel . A Green's function (or potential density) of with respect to is a measurable function such that
Remarks
For each the function is determined only -almost everywhere. One usually fixes a version for which is excessive for each ; under standard duality hypotheses such a version exists and is unique. Example: for Brownian motion in with Lebesgue measure, , because this is the density of . For Brownian motion killed on leaving a planar domain , the Green's function is . Here is the classical Green's function with , and the factor comes from the generator . For a Markov chain on a countable set with counting measure, is the expected number of visits to starting from . Non-example: Brownian motion in on the whole plane has no Green's function with finite values, since for every nonempty open .
Reading path
To understand this page from the ground up, read these 7 pages in order. The foundations come first.
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- no evidence level
- Excessive function concept
- Green's function for the Laplacian concept
- Markov chain concept
- Measure concept
- Potential operator of a Markov process concept
- Wiener process concept
- Green's function of a Markov process definition
Further reading
About this page
| Tag | E7063PCV9P |
|---|---|
| URI | m2://E7063PCV9P |
| Kind | definition |
| Writing | W0 stub |
| MSC | 60J45, 60J35, 31C15 |
| Defines | Green's function of a Markov process |
| Uses | Potential operator of a Markov process, Excessive function, Wiener process, Green's function for the Laplacian, Markov chain, Measure |
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