A stochastic model for operating room planning with elective and emergency demand for surgery

被引:216
作者
Lamiri, Mehdi [1 ]
Xie, Xiaolan [1 ]
Dolgui, Alexandre [1 ]
Grimaud, Frederic [1 ]
机构
[1] Ecole Natl Super Mines, F-42023 St Etienne, France
关键词
stochastic programming; operating rooms; surgery planning; emergency patients; Monte Carlo optimisation;
D O I
10.1016/j.ejor.2006.02.057
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper describes a stochastic model for Operating Room (OR) planning with two types of demand for surgery: elective surgery and emergency surgery. Elective cases can be planned ahead and have a patient-related cost depending on the surgery date. Emergency cases arrive randomly and have to be performed on the day of arrival. The planning problem consists in assigning elective cases to different periods over a planning horizon in order to minimize the sum of elective patient related costs and overtime costs of operating rooms. A new stochastic mathematical programming model is first proposed. We then propose a Monte Carlo optimization method combining Monte Carlo simulation and Mixed Integer Programming. The solution of this method is proved to converge to a real optimum as the computation budget increases. Numerical results show that important gains can be realized by using a stochastic OR planning model. (C) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:1026 / 1037
页数:12
相关论文
共 14 条
[1]  
Denton B, 2003, IIE TRANS, V35, P1003, DOI [10.1080/07408170304395, 10.1080/07408170390230169]
[2]   Which algorithm for scheduling add-on elective cases maximizes operating room utilization? Use of bin packing algorithms and fuzzy constraints in operating room management [J].
Dexter, F ;
Macario, A ;
Traub, RD .
ANESTHESIOLOGY, 1999, 91 (05) :1491-1500
[3]   An operating room scheduling strategy to maximize the use of operating room block time: Computer simulation of patient scheduling and survey of patients' preferences for surgical waiting time [J].
Dexter, F ;
Macario, A ;
Traub, RD ;
Hopwood, M ;
Lubarsky, DA .
ANESTHESIA AND ANALGESIA, 1999, 89 (01) :7-20
[4]  
FEI H, 2004, 2 C FRANC GEST ING S
[5]  
Garey MR, 1979, Computers and Intractablity: A Guide to the Theoryof NP-Completeness
[6]   Reservation planning for elective surgery under uncertain demand for emergency surgery [J].
Gerchak, Y ;
Gupta, D ;
Henig, M .
MANAGEMENT SCIENCE, 1996, 42 (03) :321-334
[7]   Operating theatre planning [J].
Guinet, A ;
Chaabane, S .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2003, 85 (01) :69-81
[8]   Operating rooms scheduling [J].
Jebali, A ;
Alouane, ABH ;
Ladet, P .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2006, 99 (1-2) :52-62
[9]  
MAGERLEIN JM, 1978, HEALTH SERV RES, V13, P418
[10]  
MAREON E, 2003, INT J PROD ECON, V85, P83