Article (Scientific journals)
Home chemotherapy delivery: An integrated production scheduling and multi-trip vehicle routing problem
Arda, Yasemin; Cattaruzza, Diego; François, Véronique et al.
2024In European Journal of Operational Research
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Keywords :
Information Systems and Management; Management Science and Operations Research; Modeling and Simulation; General Computer Science; Industrial and Manufacturing Engineering
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 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.
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 
François, Véronique ;  Université de Liège - ULiège > HEC Liège Research > HEC Liège Research: Business Analytics & Supply Chain Mgmt
Ogier, Maxime
Language :
English
Title :
Home chemotherapy delivery: An integrated production scheduling and multi-trip vehicle routing problem
Publication date :
March 2024
Journal title :
European Journal of Operational Research
ISSN :
0377-2217
eISSN :
1872-6860
Publisher :
Elsevier BV
Peer reviewed :
Peer Reviewed verified by ORBi
Available on ORBi :
since 30 August 2024

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