Routing mobile health clinics: An integrated routing and resupply plan based on synchronization

• Main Authors: Alkaabneh, Faisal, Sutharson, Sam Jotham
• Format: Journal Article
• Language: English
• Published: 23.12.2024
• Subjects: Mathematics - Optimization and Control
• DOI: 10.48550/arxiv.2412.17299

As an important means of providing medical services in developing countries and remote areas, Mobile Health Clinics (MHCs) focus on distributing medical supplies and providing basic health needs to underserved communities. In this paper, we propose a new model for the mobile health clinics with resupply from a truck and heterogeneous demand. In addition to the traditional routing decisions, our model also establishes en-route resupply plan. Adding the en-route resupply plan adds complexities to this problem as more constraints need to be added to accommodate for the synchronization between a fleet of MHCs and a resupply truck. We model this problem as a vehicle routing problem with multiple synchronization constraints and heterogeneous demand (VRPMSC-HD) and formulate a mixed integer linear programming (MILP). We propose a metaheuristic based on adaptive large neighborhood search (ALNS) with new operators to solve large-scale instances of the model. To demonstrate the value of the synchronization approach, we compare the total distance traveled by the mobile health clinics and the resupply truck and the arrival of the last mobile health clinic to the depot against a model where mobile health clinics are allowed to perform multiple trips to resupply from the depot. Our results reveal that despite the increase of 6.79% in traveled distance under the synchronization approach, the reduction in the latest arrival time is 16.06% on average. Implying that the utilization of the fleet of mobile health clinics can be significantly improved at the cost of extra traveling time when combining the traveling time of all the mobile health clinics and the resupply truck.