Methods and systems are provided for filtering lot schedules of a manufacturing facility. A first schedule is identified, in which the first schedule is a previously executed schedule. A processing device generates a pool of lots to be scheduled using information from the first schedule, in which the pool of lots is a subset of a plurality of lots associated with the first schedule. The processing device generates a second schedule using the pool of lots.