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Home Chemotherapy Planning: An Integrated Production Scheduling and Multi-Trip Vehicle Routing Problem
Arda, Yasemin; Cattaruzza, Diego; François, Véronique et al.
2022
 

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Keywords :
Production scheduling and vehicle routing problem; Multi-trip vehicle routing; Large neighborhood search; Chemotherapy planning
Abstract :
[en] 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 must 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 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.
Disciplines :
Production, distribution & supply chain management
Author, co-author :
Arda, Yasemin  ;  Université de Liège - ULiège > HEC Liège : UER > UER Opérations : Supply Chain Management
Cattaruzza, Diego;  Univ. Lille, CNRS, Centrale Lille, Inria, UMR 9189 - CRIStAL Lille, France
François, Véronique ;  Université de Liège - ULiège > HEC Liège : UER > UER Opérations : Supply Chain Management
Ogier, Maxime;  Univ. Lille, CNRS, Centrale Lille, Inria, UMR 9189 - CRIStAL Lille, France
Language :
English
Title :
Home Chemotherapy Planning: An Integrated Production Scheduling and Multi-Trip Vehicle Routing Problem
Publication date :
2022
Available on ORBi :
since 17 September 2022

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