3 papers
math.OC2025
Pricing, bundling, and driver behavior in crowdsourced delivery
Alim Buğra Çınar, Claudia Archetti, Wout Dullaert +2
Challenges in last-mile delivery have encouraged solutions like crowdsourced delivery, in which occasional drivers undertake delivery tasks along their pre-planned trips in exchang…
cs.LG2024
Dynamic operator management in meta-heuristics using reinforcement learning: an application to permutation flowshop scheduling problems
Maryam Karimi Mamaghan, Mehrdad Mohammadi, Wout Dullaert +2
This study develops a framework based on reinforcement learning to dynamically manage a large portfolio of search operators within meta-heuristics. Using the idea of tabu search, t…
math.OC2024
Task-splitting in home healthcare routing and scheduling
Loek van Montfort, Wout Dullaert, Markus Leitner
This paper introduces the concept of task-splitting into home healthcare (HHC) routing and scheduling. It focuses on the design of routes and timetables for caregivers providing se…