An auction for collaborative vehicle routing: Models and algorithms
Author(s) -
Vincentius C.G. Karels,
Lucas P. Veelenturf,
Tom Van Woensel
Publication year - 2020
Publication title -
euro journal on transportation and logistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.433
H-Index - 20
eISSN - 2192-4384
pISSN - 2192-4376
DOI - 10.1016/j.ejtl.2020.100009
Subject(s) - implementation , vehicle routing problem , computer science , routing (electronic design automation) , combinatorial auction , competition (biology) , mechanism (biology) , operations research , distributed computing , common value auction , computer network , microeconomics , engineering , economics , software engineering , ecology , biology , epistemology , philosophy
Increasing competition and expectations from customers pressures carriers to further improve efficiency. Forming collaborations is essential for carriers to reach their targeted efficiency levels. In this study, we investigate an auction mechanism to facilitate collaboration amongst carriers while maintaining autonomy for the individual carriers. Multiple auction implementations are evaluated. As the underlying decision problem (which is a traditional vehicle routing problem) is known to be NP-hard, this auction mechanism has an important inherent complexity. Therefore, we use fast and efficient algorithms for the vehicle routing problem to ensure that the auction can be used in operational decision making. Numerical results are presented, indicating that the auction achieves a savings potential better than the thus far reported approaches in the literature. Managerial insights are discussed, particularly related to the properties of the auction and value of the information.
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