Problem Assumptions

General-purpose planners exhibit differential capabilities on domains and sometimes even problems within a domain. Thus, the selection of problem set would seem to be critical to evaluation. For example, many problems in benchmark sets are variants of logistics problems; thus, a general-purpose planner that was actually tailored for logistics may appear to be better overall on current benchmarks. In this section, we will empirically examine some possible problem set factors that may influence performance results.