We integrate three interrelated problems by a new functional integration approach. Sensitivity of the solution to the value of the assumed handling time is tackled. We compare our approach to the only similar approach found in literature. We compare our approach to other integration frameworks found in literature. The applicability of our approach is investigated by using actual data.