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Brownian-Time Processes: The PDE Connection and the Half-Derivative Generator
- Source :
- Ann. Probab. 29, no. 4 (2001), 1780-1795
- Publication Year :
- 2010
- Publisher :
- arXiv, 2010.
-
Abstract
- We introduce a class of interesting stochastic processes based on Brownian-time processes. These are obtained by taking Markov processes and replacing the time parameter with the modulus of Brownian motion. They generalize the iterated Brownian motion (IBM) of Burdzy and the Markov snake of Le Gall, and they introduce new interesting examples. After defining Brownian-time processes, we relate them to fourth order parabolic PDEs. We then study their exit problem as they exit nice domains in $\Rd$, and connect it to elliptic PDEs. We show that these processes have the peculiar property that they solve fourth order parabolic PDEs, but their exit distribution - at least in the standard Brownian-time process case - solves the usual second order Dirichlet problem. We recover fourth order PDEs in the elliptic setting by encoding the iterative nature of the Brownian-time process, through its exit time, in a standard Brownian motion. We also show that it is possible to assign a formal generator to these non-Markovian processes by giving such a generator in the half-derivative sense.<br />Comment: 15 pages, 3/9 papers from my 2000-2006 collection (preprint version)
- Subjects :
- Statistics and Probability
Markov process
FOS: Physical sciences
half-derivative generator
symbols.namesake
Mathematics - Analysis of PDEs
Wiener process
Mathematics::Probability
excursion-based Brownian-time processes
60J45
FOS: Mathematics
60J65
Applied mathematics
Mathematical Physics
Brownian motion
60J60
Mathematics
Dirichlet problem
Markov snake
Partial differential equation
Markov chain
Stochastic process
Probability (math.PR)
Mathematical Physics (math-ph)
Parabolic partial differential equation
60H30, 60J45, 60J35, 60J65 (Primary), 60J60 (Secondary)
Brownian-time processes
60J35
symbols
iterated Brownian motion
Statistics, Probability and Uncertainty
60H30
Mathematics - Probability
Analysis of PDEs (math.AP)
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Ann. Probab. 29, no. 4 (2001), 1780-1795
- Accession number :
- edsair.doi.dedup.....00cf90361f556aa13a86a876e38eea0e
- Full Text :
- https://doi.org/10.48550/arxiv.1005.3801