A Simple Stochastic Differential Equation with Discontinuous Drift

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Abstract

In this paper we study solutions to stochastic differential equations (SDEs) with discontinuous drift. We apply two approaches: The Euler-Maruyama method and the Fokker-Planck equation and show that a candidate density function based on the Euler-Maruyama method approximates a candidate density function based on the stationary Fokker-Planck equation. Furthermore, we introduce a smooth function which approximates the discontinuous drift and apply the Euler-Maruyama method and the Fokker-Planck equation with this input. The point of departure for this work is a particular SDE with discontinuous drift.
Original languageEnglish
Title of host publicationProceedings Third International Workshop on Hybrid Autonomous Systems, Rome 17th March 2013
PublisherOpen Publishing Association
Publication date22 Aug 2013
Pages109-123
DOIs
Publication statusPublished - 22 Aug 2013
EventProceedings Third International Workshop on Hybrid Autonomous Systems - Rome, Italy
Duration: 17 Mar 2013 → …

Conference

ConferenceProceedings Third International Workshop on Hybrid Autonomous Systems
Country/TerritoryItaly
CityRome
Period17/03/2013 → …
SeriesElectronic Proceedings in Theoretical Computer Science
Volume124
ISSN2075-2180

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