A supermartingale characterization of sets of stochastic integrals is given along with its applications to control and diffusion approximation. The characterization is convenient for passing to the limit. Under natural conditions it is proved that the set of distributions of controlled diffusion processes is convex and compact.
- Diffusion approximation
- Optimal control
- Stochastic differential equations
- Weak convergence