Brief paper: Solution to a class of stochastic LQ problems with bounded control
Automatica (Journal of IFAC)
SIAM Journal on Control and Optimization
Convergence by Viscosity Methods in Multiscale Financial Models with Stochastic Volatility
SIAM Journal on Financial Mathematics
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In this paper, we prove a comparison result between semicontinuous viscosity sub- and supersolutions growing at most quadratically of second-order degenerate parabolic Hamilton--Jacobi--Bellman and Isaacs equations. As an application, we characterize the value function of a finite horizon stochastic control problem with unbounded controls as the unique viscosity solution of the corresponding dynamic programming equation.