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Error estimates for the logarithmic barrier method in linear quadratic stochastic optimal control problems
Authors:J. Fré    ric Bonnans,Francisco J. Silva
Affiliation:
  • a INRIA-Saclay and CMAP, École Polytechnique, 91128 Palaiseau, France
  • b Dipartimento di Matematica Guido Castelnuovo, 00185 Rome, Italy
  • Abstract:We consider a linear quadratic stochastic optimal control problem with non-negativity control constraints. The latter are penalized with the classical logarithmic barrier. Using a duality argument and the stochastic minimum principle, we provide error estimates for the central path which are the natural extensions of the well known estimates in the deterministic framework.
    Keywords:Stochastic control   Linear quadratic problems   Non-negativity control constraints   Logarithmic barrier   Stochastic minimum principle
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