Boundary conditions for nonlocal one-sided pseudo-differential operators and the associated stochastic processes
Journal article, 2024

We connect boundary conditions for one-sided pseudo-differential operators with the generators of modified one-sided Levy processes. On the one hand, this allows modellers to use appropriate boundary conditions with confidence when restricting the modelling domain. On the other hand, it allows for numerical techniques based on differential equation solvers to obtain fast approximations of densities or other statistical properties of restricted one-sided Levy processes encountered, for example, in finance. In particular, we identify a new nonlocal mass conserving boundary condition by showing it corresponds to a time-changed process, removing the time the process spends outside the domain. We treat all combinations of killing, reflecting and excursion-omitting boundary conditions. In Part I we show wellposedness of the backward and forward Cauchy problems with a onesided pseudo-differential operator with boundary conditions as generator. We do so by showing convergence of Feller semigroups based on grid point approximations of the modified Levy process. In Part II we show that the limiting Feller semigroup is indeed the semigroup associated with the modified Levy process by showing continuity of the modifications with respect to the Skorokhod topology.

nonlocal differential equation

spectrally positive

Feller process

nonlocal operator

Levy process

Author

Boris Baeumer

University of Otago

Mihaly Kovacs

Chalmers, Mathematical Sciences

Lorenzo Toniazzi

University of Otago

Dissertationes Mathematicae

0012-3862 (ISSN) 1730-6310 (eISSN)

Vol. 596 1-124

Subject Categories

Probability Theory and Statistics

Mathematical Analysis

DOI

10.4064/dm852-6-2024

More information

Latest update

10/19/2024