G. Barles and E. R. Jakobsen, On the convergence rate of approximation schemes for Hamilton-Jacobi-Bellman Equations, ESAIM: Mathematical Modelling and Numerical Analysis, vol.36, issue.1, pp.33-54, 2002.
DOI : 10.1051/m2an:2002002

G. Barles and E. R. Jakobsen, Error bounds for monotone approximation schemes for parabolic Hamilton-Jacobi-Bellman equations, Mathematics of Computation, vol.76, issue.260, pp.540-558, 2005.
DOI : 10.1090/S0025-5718-07-02000-5

URL : https://hal.archives-ouvertes.fr/hal-00017877

G. Barles and E. R. Jakobsen, Error bounds for monotone approximation schemes for parabolic Hamilton-Jacobi-Bellman equations, Mathematics of Computation, vol.76, issue.260, pp.1861-1893, 2007.
DOI : 10.1090/S0025-5718-07-02000-5

URL : https://hal.archives-ouvertes.fr/hal-00017877

G. Barles and P. E. Souganidis, Convergence of approximation schemes for fully nonlinear second order equations, 29th IEEE Conference on Decision and Control, pp.271-283, 1991.
DOI : 10.1109/CDC.1990.204046

F. Camilli and M. Falcone, An approximation scheme for the optimal control of diffusion processes, ESAIM: Mathematical Modelling and Numerical Analysis, vol.29, issue.1, pp.97-122, 1995.
DOI : 10.1051/m2an/1995290100971

M. G. Crandall, H. Ishii, and P. L. Lions, user's guide to viscosity solutions\\ of second order\\ partial differential equations, Bulletin of the American Mathematical Society, vol.27, issue.1, pp.1-67, 1992.
DOI : 10.1090/S0273-0979-1992-00266-5

D. Cuoco and H. Liu, A Martingale Characterization of Consumption Choices and Hedging Costs with Margin Requirements, Mathematical Finance, vol.10, issue.3, pp.355-385, 2000.
DOI : 10.1111/1467-9965.00099

K. Debrabant and E. R. Jakobsen, Semi-Lagrangian schemes for linear and fully non-linear diffusion equations, Mathematics of Computation, vol.82, issue.283, pp.1433-1462, 2012.
DOI : 10.1090/S0025-5718-2012-02632-9

URL : http://arxiv.org/abs/0910.1046

A. Dembo and O. Zeitouni, Large Deviations Techniques and Applications, volume 38 of Stochastic Modelling and Applied Probability, 2010.

M. Falcone and R. Ferretti, Semi-Lagrangian Approximation Schemes for Linear and Hamilton-Jacobi Equations, SIAM, vol.133
DOI : 10.1137/1.9781611973051

URL : https://hal.archives-ouvertes.fr/hal-00916055

F. B. Hildebrand, Introduction to Numerical Analysis, 1956.

P. E. Kloeden and E. Platen, Numerical Solution of Stochastic Differential Equations, 1992.

D. Kramkov and W. Schachermayer, The asymptotic elasticity of utility functions and optimal investment in incomplete markets, The Annals of Applied Probability, vol.9, issue.3, pp.904-950, 1999.
DOI : 10.1214/aoap/1029962818

N. V. Krylov, On the rate of convergence of finite-difference approximations for Bellman's equations, St. Petersburg Math. J, vol.9, pp.639-650, 1997.

N. V. Krylov, Approximating Value Functions for Controlled Degenerate Diffusion Processes by Using Piece-Wise Constant Policies, Electronic Journal of Probability, vol.4, issue.0, pp.1-19, 1999.
DOI : 10.1214/EJP.v4-39

N. V. Krylov, On the rate of convergence of finite-difference approximations for Bellmans equations with variable coefficients, Probability Theory and Related Fields, vol.117, issue.1, pp.1-16, 2000.
DOI : 10.1007/s004400050264

N. V. Krylov, Mean value theorems for stochastic integrals, The Annals of Probability, vol.29, issue.1, pp.385-410, 2001.
DOI : 10.1214/aop/1008956335

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.139.6270

H. J. Kushner and P. Dupuis, Numerical Methods for Stochastic Control Problems in Continuous Time, 2001.

J. L. Menaldi, Some Estimates for Finite Difference Approximations, SIAM Journal on Control and Optimization, vol.27, issue.3, pp.579-607, 1989.
DOI : 10.1137/0327031

G. N. Milstein, Numerical Integration of Stochastic Differential Equations, 1995.
DOI : 10.1007/978-94-015-8455-5

H. Pham, Continuous-time Stochastic Control and Optimization with Financial Applications, Series Stochastic Modeling and Applied Probability, 2009.
DOI : 10.1007/978-3-540-89500-8

URL : https://hal.archives-ouvertes.fr/hal-00401892

L. C. Rogers, Duality in constrained optimal investment and consumption problems: a synthesis, Number 1814 in Paris?Priceton Lectures on Mathematical Finance, 2002.
DOI : 10.1007/978-3-540-44859-4_3

J. Yong and X. Y. Zhou, Stochastic Controls: Hamiltonian Systems and HJB Equations, Applications of Mathematics, vol.43, 1999.
DOI : 10.1007/978-1-4612-1466-3