Particle Swarm Optimization for Operating Theater Scheduling Considering Medical Devices Sterilization

被引:1
作者
Beroule, Benoit [1 ]
Grunder, Olivier [1 ]
Barakat, Oussama [2 ]
Aujoulat, Olivier [3 ]
Lustig, Helene [3 ]
机构
[1] Univ Bourgogne Franche Comte, UTBM, IRTES SET, F-90010 Belfort, France
[2] Univ Franche Comte, Nanomed Lab, F-25000 Besancon, France
[3] Mulhouse Hosp Ctr, GHRMSA, F-68000 Mulhouse, France
来源
SWARM INTELLIGENCE BASED OPTIMIZATION, ICSIBO 2016 | 2016年 / 10103卷
关键词
Optimization; Health care; Particle swarm optimization; Operating theater scheduling; ROOM TIME; CONVERGENCE; ALGORITHM;
D O I
10.1007/978-3-319-50307-3_3
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The operating theater scheduling problem is one of the main hospital sector issues of today's world. Indeed, numerous papers dealing with this subject may be found in the literature. However, the synchronization between the pharmacy (providing the surgical devices and medicines) and the operating theater is rarely studied. Nevertheless, the importance of the pharmacy keeps growing because of the creation of numerous hospital groups composed of several hospital complexes sharing a central pharmacy. In this paper, we focus on the sterilization cycle of the surgical devices to provide operating theater scheduling methods taking into account pharmacy issues. We present exact methods with a mixed integer linear programming model to determine optimal schedules as well as approximate solutions with a particle swarm optimization based method to solve the most complex cases. These modelings provide interesting schedules using few quantities of surgical devices boxes even when considering many procedures. With this study we hope to lay the foundations of a transverse logistics unifying the operating theater and the pharmacy in a multi-site context.
引用
收藏
页码:41 / 56
页数:16
相关论文
共 27 条
  • [1] Beroule B., 2016, ORDONNANCEMENT INTER
  • [2] Operating room planning and scheduling: A literature review
    Cardoen, Brecht
    Demeulemeester, Erik
    Belien, Jeroen
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 201 (03) : 921 - 932
  • [3] Optimizing a multiple objective surgical case sequencing problem
    Cardoen, Brecht
    Demeulemeester, Erik
    Belien, Jeroen
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2009, 119 (02) : 354 - 366
  • [4] Sequencing surgical cases in a day-care environment: An exact branch-and-price approach
    Cardoen, Brecht
    Demeulemeester, Erik
    Belien, Jeroen
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2009, 36 (09) : 2660 - 2669
  • [5] The particle swarm - Explosion, stability, and convergence in a multidimensional complex space
    Clerc, M
    Kennedy, J
    [J]. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (01) : 58 - 73
  • [6] Clerc M., 2004, J3EA, V3
  • [7] Which algorithm for scheduling add-on elective cases maximizes operating room utilization? Use of bin packing algorithms and fuzzy constraints in operating room management
    Dexter, F
    Macario, A
    Traub, RD
    [J]. ANESTHESIOLOGY, 1999, 91 (05) : 1491 - 1500
  • [8] Dexter F, 2004, ANESTH ANALG, V98, P758
  • [9] Use of linear programming to estimate impact of changes in a hospital's operating room time allocation on perioperative variable costs
    Dexter, F
    Blake, JT
    Penning, DH
    Sloan, B
    Chung, P
    Lubarsky, DA
    [J]. ANESTHESIOLOGY, 2002, 96 (03) : 718 - 724
  • [10] Dexter Franklin, 2003, Anesthesiol Clin North Am, V21, P387, DOI 10.1016/S0889-8537(02)00072-X