ON EXISTENCE AND UNIQUENESS PROPERTIES FOR SOLUTIONS OF STOCHASTIC FIXED POINT EQUATIONS

Beck, Christian; Gonon, Lukas; Hutzenthaler, Martin und Jentzen, Arnulf (2021): ON EXISTENCE AND UNIQUENESS PROPERTIES FOR SOLUTIONS OF STOCHASTIC FIXED POINT EQUATIONS. In: Discrete and Continuous Dynamical Systems-Series B, Bd. 26, Nr. 9: S. 4927-4962

Abstract

The Feynman-Kac formula implies that every suitable classical solution of a semilinear Kolmogorov partial differential equation (PDE) is also a solution of a certain stochastic fixed point equation (SFPE). In this article we study such and related SFPEs. In particular, the main result of this work proves existence of unique solutions of certain SFPEs in a general setting. As an application of this main result we establish the existence of unique solutions of SFPEs associated with semilinear Kolmogorov PDEs with Lipschitz continuous nonlinearities even in the case where the associated semilinear Kolmogorov PDE does not possess a classical solution.

• Dokumententyp: Zeitschriftenartikel
• Fakultät: Mathematik, Informatik und Statistik > Mathematik
• Themengebiete: 500 Naturwissenschaften und Mathematik > 510 Mathematik
• ISSN: 1531-3492
• Sprache: Englisch