Assigning airport ground-handling operations: an rVNS metaheuristic - Université Toulouse III - Paul Sabatier - Toulouse INP
Communication Dans Un Congrès Année : 2024

Assigning airport ground-handling operations: an rVNS metaheuristic

Alexandre Dupaquis
  • Fonction : Auteur
  • PersonId : 1312209
Ronan Guivarch
Daniel Ruiz
Vincent Charvillat
  • Fonction : Auteur
  • PersonId : 964946
  • IdRef : 07812459X
Frédéric Bouilhaguet
  • Fonction : Auteur
  • PersonId : 1312210

Résumé

Airport ground-handling companies want to improve their operations all around the world want by automating current processes, and finding extra optimizations otherwise unreachable for human dispatchers. We aim to address the catering problem in the crossover between vehicle routing problems and scheduling problem, also known as the simul- taneous supply & delivery problem. The MTCVRSPTW-MB (Multi- Trip Capacitated Vehicle Routing and Scheduling Problem with Time Windows and Meal Breaks) is extended to a heterogeneous fleet of trucks and drivers, with qualifications and different load patterns. We introduce a greedy heuristic to solve a relaxed version of the problem, as a baseline. Then, we implement a cooperative rVNS-based meta- heuristic. We compare our algorithms on multiple real-life instances at San Francisco International Airport. Our computational study shows the effectiveness of each approach and brings out the strength of our metaheuristic. Our algorithms will help ground handlers specialized in catering operations, to speed up the decision-making process of assign- ing hundreds of tasks every day. In particular, we show the multiple extra benefits of the metaheuristic approach, including minimizing fuel consumption and the ability to re-assign tasks dynamically.
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Dates et versions

hal-04736154 , version 1 (14-10-2024)

Identifiants

  • HAL Id : hal-04736154 , version 1

Citer

Alexandre Dupaquis, Ronan Guivarch, Sandrine Mouysset, Daniel Ruiz, Vincent Charvillat, et al.. Assigning airport ground-handling operations: an rVNS metaheuristic. EURO 2024 conference, Jul 2024, Copenhagen, Denmark. ⟨hal-04736154⟩
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