I mean branch-and-bound - i.e. just reject when solution becomes infeasible and back-track. No cutting planes in first year college. ;)

I think the heuristics may have been based on selecting cells that had the least possible solutions, in order to quickly 'zoom in' on the areas where you can quickly prune infeasible solutions.