TY - BOOK AU - Touzi,Nizar AU - Tourin,Agnes TI - Optimal stochastic control, stochastic target problems, and backward SDE T2 - Fields Institute monographs SN - 9781461442851 (alk. paper) U1 - 519.23 23 PY - 2013/// CY - New York PB - Springer KW - Stochastic control theory KW - Stochastic partial differential equations KW - Stochastic analysis N1 - With chapter 13 by Agnes Tourin; Includes bibliographical references (p. 213-214); 1. Introduction-- 2. Conditional expectation and linear parabolic PDEs -- 3. Stochastic control and dynamic programming -- 4. Optimal stopping and dynamic programming -- 5. Solving control problems by verification -- 6. Introduction to viscosity solutions -- 7. Dynamic programming equation in the viscosity sense -- 8. Stochastic target problems -- 9. Second order stochastic target problems -- 10. Backward SDEs and stochastic control -- 11. Quadratic backward SDEs -- 12. Probabilistic numerical methods for nonlinear PDEs -- 13. Introduction to finite differences methods-- References N2 - This book collects some recent developments in stochastic control theory with applications to financial mathematics. In the first part of the volume, standard stochastic control problems are addressed from the viewpoint of the recently developed weak dynamic programming principle. A special emphasis is put on regularity issues and, in particular, on the behavior of the value function near the boundary. ER -