TY - JOUR
T1 - An elective surgery scheduling problem considering patient priority
AU - Min, Daiki
AU - Yih, Yuehwern
PY - 2010/6
Y1 - 2010/6
N2 - This paper addresses a scheduling problem where patients with different priorities are scheduled for elective surgery in a surgical facility, which has a limited capacity. When the capacity is available, patients with a higher priority are selected from the waiting list and put on the schedule. At the beginning of each period, a decision of the number of patients to be scheduled is made based on the trade-offs between the cost for overtime work and the cost for surgery postponement. A stochastic dynamic programming model is formulated to address this problem. A structural analysis of the proposed model is conducted to understand the properties of an optimal schedule policy. Based on the structural analysis, bounds on feasible actions are incorporated into a value iteration algorithm, and a brief computation experiment shows the improvement in computational efficiency. Numerical examples show that the consideration of patient priority results in significant differences in surgery schedules from the schedule that ignores the patient priority.
AB - This paper addresses a scheduling problem where patients with different priorities are scheduled for elective surgery in a surgical facility, which has a limited capacity. When the capacity is available, patients with a higher priority are selected from the waiting list and put on the schedule. At the beginning of each period, a decision of the number of patients to be scheduled is made based on the trade-offs between the cost for overtime work and the cost for surgery postponement. A stochastic dynamic programming model is formulated to address this problem. A structural analysis of the proposed model is conducted to understand the properties of an optimal schedule policy. Based on the structural analysis, bounds on feasible actions are incorporated into a value iteration algorithm, and a brief computation experiment shows the improvement in computational efficiency. Numerical examples show that the consideration of patient priority results in significant differences in surgery schedules from the schedule that ignores the patient priority.
KW - Patient priority
KW - Stochastic dynamic programming
KW - Surgery scheduling problem
UR - http://www.scopus.com/inward/record.url?scp=71749105671&partnerID=8YFLogxK
U2 - 10.1016/j.cor.2009.09.016
DO - 10.1016/j.cor.2009.09.016
M3 - Article
AN - SCOPUS:71749105671
SN - 0305-0548
VL - 37
SP - 1091
EP - 1099
JO - Computers and Operations Research
JF - Computers and Operations Research
IS - 6
ER -