In this paper we introduce a fuzzy based engine for the

scheduling problem. We assume that a human planner is unable

to determine the weights for a multi-objective system but is

able only to compare between pairs of objectives according to a

limited vocabulary. We convert this vocabulary to fuzzy

terminology and apply a fuzzy based optimum search for a

solution to the scheduling problem. We demonstrate our

approach using a real world scheduling system.