A simple method to calculate first-passage time densities with arbitrary initial conditions

Research output: Contribution to journalArticle

Abstract

Numerous applications all the way from biology and physics to economics depend on the density of first crossings over a boundary. Motivated by the lack of general purpose analytical tools for computing first-passage time densities (FPTDs) for complex problems, we propose a new simple method based on the independent interval approximation (IIA). We generalise previous formulations of the IIA to include arbitrary initial conditions as well as to deal with discrete time and non-smooth continuous time processes. We derive a closed form expression for the FPTD in z and Laplace-transform space to a boundary in one dimension. Two classes of problems are analysed in detail: discrete time symmetric random walks (Markovian) and continuous time Gaussian stationary processes (Markovian and non-Markovian). Our results are in good agreement with Langevin dynamics simulations.

Details

Authors
Organisations
External organisations
  • Umeå University
Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Computational Mathematics

Keywords

  • first-passage time, Gaussian stationary process, independent interval approximation, non-Markovian, particle escape, stochastic processes, symmetric random walk
Original languageEnglish
Article number063019
JournalNew Journal of Physics
Volume18
Issue number6
Publication statusPublished - 2016 Jun 1
Publication categoryResearch
Peer-reviewedYes