The stochastic maximum principle in optimal control of degenerate diffusions with non-smooth coefficients

Farid Chighoub, Boualem Djehiche, Brahim Mezerdi

Research output: Contribution to journalArticlepeer-review

Abstract

For a controlled stochastic differential equation with a finite horizon cost functional, a necessary condition for optimal control of degenerate diffusions with non-smooth coefficients is derived. The main idea is to show that the SDE admits a unique linearized version interpreted as its distributional derivative with respect to the initial condition. We use a technique of Bouleau-Hirsch on absolute continuity of probability measures in order to define the adjoint process on an extension of the initial probability space.

Original languageEnglish (US)
Pages (from-to)37-54
Number of pages18
JournalRandom Operators and Stochastic Equations
Volume17
Issue number1
DOIs
StatePublished - May 2009

Keywords

  • Maximum principle
  • Non-smooth coefficients
  • Optimal control
  • Stochastic differential equation

ASJC Scopus subject areas

  • Analysis
  • Statistics and Probability

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