Article ID: | iaor20128150 |
Volume: | 5 |
Issue: | 1 |
Start Page Number: | 75 |
End Page Number: | 94 |
Publication Date: | Nov 2013 |
Journal: | International Journal of Shipping and Transport Logistics |
Authors: | Cheng T C E, Yin Yunqiang, Cheng ShuennRen, Wu WenHung, Wu ChinChia |
Keywords: | optimization: simulated annealing |
Multiple‐agent scheduling has attracted considerable research attention in recent years. However, studies of multiple‐agent scheduling with release times and deadlines are few. In the presence of ready times, sometimes it is beneficial to wait for future job arrivals in constructing a schedule. Inspired by the importance of ready times, we study the single‐machine two‐agent scheduling problem with releases times and deadlines to minimise the number of tardy jobs of one agent under the restriction that the maximum lateness of the jobs of the other agent cannot exceed a given value Q. Having established that the problem is strongly NP‐hard, we provide a branch‐and‐bound and a simulated annealing algorithm to search for the optimal and approximate solutions, respectively. The results of computational experiments reveal that the SA algorithm can generate near‐optimal solutions quickly.