A multi-agent platform for auction-based allocation of loads in transportation logistics
Robu, Valentin, Noot, Han, La Poutre, Han and van Schijndel, Willem-Jan (2011) A multi-agent platform for auction-based allocation of loads in transportation logistics. Expert Systems with Applications, 38, (4), 3483-3491.
This paper describes an agent-based platform for the allocation of loads in distributed transportation logistics, developed as a collaboration between CWI, Dutch National Center for Mathematics and Computer Science, Amsterdam and Vos Logistics Organizing, Nijmegen, The Netherlands. The platform follows a real business scenario proposed by Vos, and it involves a set of agents bidding for transportation loads to be distributed from a central depot in the Netherlands to different locations across Germany. The platform supports both human agents (i.e. transportation planners), who can bid through specialized planning and bidding interfaces, as well as automated, software agents. We exemplify how the proposed platform can be used to test both the bidding behaviour of human logistics planners, as well as the performance of automated auction bidding strategies, developed for such settings. The paper first introduces the business problem setting and then describes the architecture and main characteristics of our auction platform. We conclude with a preliminary discussion of our experience from a human bidding experiment, involving Vos planners competing for orders both against each other and against some (simple) automated strategies.
|Divisions:||Faculty of Physical and Applied Science > Electronics and Computer Science > Agents, Interactions & Complexity
|Date Deposited:||17 Feb 2011 16:39|
|Last Modified:||25 Aug 2012 02:25|
|Contributors:||Robu, Valentin (Author)
Noot, Han (Author)
La Poutre, Han (Author)
van Schijndel, Willem-Jan (Author)
|Further Information:||Google Scholar|
|ISI Citation Count:||4|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
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