Batch Scheduling is an important problem, relevant to a large sector of the
processing industries. Methods like Simulated Annealing have been traditio
nally used in dealing with scheduling problems that are combinatorially com
plex. In this paper the performance of four different annealing strategies,
Simulated Annealing (SA), Threshold Acceptance (TA) and Multicanonical Jum
p Walk Annealing (MJWA) with and without window factor scheduling have been
compared for small and large size problems. Criteria such as robustness of
the method and mean deviation from the optimal solution reveal that the MJ
WA with window factor scheduling is far superior to SA, TA or MJWA without
window factor scheduling.