A decision support system for cyclic master surgery scheduling with multiple objectives
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 occup...
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Veröffentlicht in: | Journal of scheduling 2009-04, Vol.12 (2), p.147-161 |
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description | 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 metaheuristic. |
doi_str_mv | 10.1007/s10951-008-0086-4 |
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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 metaheuristic.</abstract><cop>Boston</cop><pub>Springer US</pub><doi>10.1007/s10951-008-0086-4</doi><tpages>15</tpages></addata></record> |
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subjects | Algorithms Artificial Intelligence Business and Management Calculus of Variations and Optimal Control Optimization Case studies Decision making Decision support systems Genetic algorithms Hospitals Integer programming Literature reviews Objectives Operations Research/Decision Theory Optimization Schedules Scheduling Software Studies Supply Chain Management Surgeons Surgery |
title | A decision support system for cyclic master surgery scheduling with multiple objectives |
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