Before revision:  In a Black-Scholes market, the stochastic optimization problem is solved through the associated Hamilton-Jacobi-Bellman (HJB) equation.
After revision:  In a Black-Scholes market, the stochastic control problem is solved through the associated Hamilton-Jacobi-Bellman (HJB) equation.