Article ID: | iaor20072407 |
Country: | United Kingdom |
Volume: | 58 |
Issue: | 2 |
Start Page Number: | 235 |
End Page Number: | 245 |
Publication Date: | Feb 2007 |
Journal: | Journal of the Operational Research Society |
Authors: | Puterman M.L., Patrick J. |
Keywords: | scheduling, optimization, simulation: applications |
We present a method to increase the utilization of and reduce the waiting times for an under-capacitated diagnostic resource in the presence of uncertain demand with several priority levels. We consider the case of a computed tomography (CT) scanning department that services both high-priority in-patients and lower priority outpatients. Current practice calls for all in-patient demand to be met on the day of the request. Our proposal looks at the benefit of reserving space for carrying over a percentage of non-emergency in-patient demand to the next day and utilizing a pool of on-call outpatients who can respond quickly to available capacity. We formulate and solve an optimization problem that returns a reservation policy that minimizes unused capacity subject to an overtime constraint. We use a simulation to demonstrate a significant reduction in the growth rate of outpatient waiting time resulting from using the proposed method and investigate the sensitivity of results to several model assumptions.