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 language | English (US) |
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Pages (from-to) | 37-54 |
Number of pages | 18 |
Journal | Random Operators and Stochastic Equations |
Volume | 17 |
Issue number | 1 |
DOIs | |
State | Published - May 2009 |
Keywords
- Maximum principle
- Non-smooth coefficients
- Optimal control
- Stochastic differential equation
ASJC Scopus subject areas
- Analysis
- Statistics and Probability