UMA Home page for Athena Picarelli
Picarelli
Athena
OC team
Former member
was: phd student
was: phd student
Ph.D. 2015
EMAIL_TEMPLATE
Research activities
The formulation of optimal control problems involving realistic models typically involves constraints on control and state variables, to take account of a target to be reached, mechanical or thermal constraints, obstacles, etc.
When constraints are present and when, as is often the case, rather severe controllability conditions are not satisfied, it is known that the value function may be discontinuous and these discontinuities pose some well-known issue in the characterization of the value function as unique viscosity solution of a suitable Hmilton-Jacobi equation.
Aim of my research is to provide a rigorous mathematical formalism that leads to a computation of the value function (or an other object of interest) also in absence of controllability assumption.
Main topics of interest: First and second order Hamilton-Jacobi-Bellman equations,
stochastic optimal control, viscosity solutions, numerical methods for partial differential equations.
Teaching activities
TP for the course "Numerical methods for partial differential equations in finance".
Publications
Papers in peer-reviewed journals
2018
- Infinite Horizon Stochastic Optimal Control Problems with Running Maximum Cost
, and
SIAM J. Control Optim., vol. 56(5), pp. 3296--3319, 2018
2016
- State-constrained stochastic optimal control problems via reachability approach
, and
SIAM J. on Control and Optimization, vol. 54 (5), pp. 2568–2593, 2016
2015
- Dynamic programming and error estimates for stochastic control problems with maximum cost
, and
Applied Mathematics and Optimization (AMO, Springer), vol. 71(1), pp. 125--163, 2015 - Zubov’s method for controlled diffusions with state constraints
and
Nonlinear Differential Equations and Applications, vol. 22 (6), pp. 1765–1799, Springer Verlag, 2015
2012
- A patchy dynamic programming scheme for a class of Hamilton-Jacobi-Bellman equation
, , and
SIAM J. Scientific Computing, vol. 34 (5), pp. A2625-A2649, 2012
International conference with proceedings
2012
- Reachability for state constrained stochastic control problems
and
MTNS, jul, 2012
Conference without proceedings
2013
- New approach for stochastic target problems with state constraints
ICCOPT, jul, 2013
Doctoral these
2015
- On some stochastic control problems with state constraints
Ecole doctorale de l'Ecole polytechnique ED 447, apr, 2015