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Home chemotherapy delivery: An integrated production scheduling and multi-trip vehicle routing problem
被引:2
作者:
Arda, Yasemin
[1
]
Cattaruzza, Diego
[2
]
Francois, Veronique
[1
]
Ogier, Maxime
[2
]
机构:
[1] Univ Liege, QuantOM, HEC Liege Management Sch, Liege, Belgium
[2] Univ Lille, CNRS, Cent Lille, CRIStAL,UMR 9189,Inria, F-59000 Lille, France
关键词:
OR in health services;
Production scheduling and vehicle routing;
problem;
Multi-trip vehicle routing;
Large neighborhood search;
Chemotherapy planning;
LARGE NEIGHBORHOOD SEARCH;
TIME WINDOWS;
PICKUP;
D O I:
10.1016/j.ejor.2024.03.039
中图分类号:
C93 [管理学];
学科分类号:
12 ;
1201 ;
1202 ;
120202 ;
摘要:
Home chemotherapy systems allow the administration of cancer treatments at a patient's residence, avoiding an admission to inpatient care facilities. This innovative health care model is interesting both economically and on a human level. It also raises several logistical challenges. This paper focuses on one of the optimization problems arising in the context of home chemotherapy services, where a complex scheduling problem underlies the operational planning process. Indeed, some injectable chemotherapy drugs may remain stable only during a few hours after being produced. Consequently, their production has to be carefully scheduled jointly with their administration, which takes place at the patients homes during a predefined time window. This gives rise to an integrated production scheduling and vehicle routing problem, that we address using a large neighborhood search approach. Production and administration sequences are iteratively modified, while a linear program is used to determine optimal production and administration start times for the candidate sequences. We analyze the impact of the linear program and establish that it is a crucial component of the proposed method. We assess the performance of the proposed method by comparing its solutions with those obtained through a compact mathematical formulation. We then provide insights about the cost of taking into consideration time- related aspects of the problem, i.e., integrated planning horizons, drug stability times, and administration time windows.
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页码:468 / 486
页数:19
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