Before revision:  We show the existence of a pair of optimal exercise bound- aries for the factor process and characterize them as the unique solution to a system of integral equations.
After revision:  We show the existence of a pair of optimal exercise boundaries for the factor process and characterize them as the unique solution to a system of integral equations.