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A decision support system for cyclic master surgery scheduling with multiple objectives

机译:具有多个目标的周期性大手术调度的决策支持系统

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摘要

This paper presents a decision support system for cyclic master surgery scheduling and describes the results of an extensive case study applied in a medium-sized Belgian hospital. Three objectives are taken into account when building the master surgery schedule. First of all, the resulting bed occupancy at the hospitalization units should be leveled as much as possible. Second, a particular operating room is best allocated exclusively to one group of surgeons having the same speciality; i.e., operating rooms should be shared as little as possible between different surgeon groups. Third, the master surgery schedule is preferred to be as simple and repetitive as possible, with few changes from week to week. The system relies on mixed integer programming techniques involving the solution of multi-objective linear and quadratic optimization problems, and on a simulated annealing meta-heuristic.
机译:本文介绍了用于周期性主外科手术调度的决策支持系统,并描述了在比利时中型医院中进行的广泛案例研究的结果。在制定主手术时间表时要考虑三个目标。首先,应尽可能调整住院单元的床位占用水平。其次,最好将一个特定的手术室专门分配给一组具有相同专长的外科医生。即,手术室在不同的外科医生组之间应尽可能少地共享。第三,首选主手术计划表应尽可能简单和重复,每周更改很少。该系统依赖于涉及解决多目标线性和二次优化问题的混合整数规划技术,并基于模拟退火元启发式算法。

著录项

  • 来源
    《Journal of Scheduling》 |2009年第2期|147-161|共15页
  • 作者单位

    Research Center for Modelling and Simulation, Campus Economische Hogeschool, Hogeschool-Universiteit Brussel (HUB), Stormstraat 2, 1000 Brussels, Belgium Departament of Decision Sciences and Information Management, Faculty of Business and Economics, Katholieke Universiteit Leuven, Naamsestraat 69, 3000 Leuven, Belgium;

    Departament of Decision Sciences and Information Management, Faculty of Business and Economics, Katholieke Universiteit Leuven, Naamsestraat 69, 3000 Leuven, Belgium;

    Departament of Decision Sciences and Information Management, Faculty of Business and Economics, Katholieke Universiteit Leuven, Naamsestraat 69, 3000 Leuven, Belgium;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    master surgery scheduling; decision support system; mixed integer programming; simulated annealing; case study;

    机译:掌握手术时间表;决策支持系统;混合整数编程;模拟退火案例分析;

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