We study the variational
inequality for a 1-dimensional linear-quadratic control
problem with discretionary stopping.
We establish the existence of a unique
strong solution via stochastic analysis and
the viscosity solution technique.
Finally, the optimal policy is shown to exist from the
optimality conditions.