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The stochastic bid generation problem in combinatorial transportation auctions
Authors:Chefi Triki  Simona Oprea  Patriza Beraldi  Teodor Gabriel Crainic
Institution:1. Dept. of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Oman;2. Dept. of Engineering for Innovation, University of Salento, Lecce, Italy;3. Dept. of Electronics, Informatics and Systems, University of Calabria, Rende (CS), Italy;4. Dept. Management et Technologie, École des Sciences de la Gestion, Montréal, Canada;5. CIRRELT, Université du Québec à Montréal, Montréal, Canada
Abstract:In this paper, we deal with the generation of bundles of loads to be submitted by carriers participating in combinatorial auctions in the context of long-haul full truckload transportation services. We develop a probabilistic optimization model that integrates the bid generation and pricing problems together with the routing of the carrier’s fleet. We propose two heuristic procedures that enable us to solve models with up to 400 auctioned loads.
Keywords:Auctions/bidding  Truckload procurement  Probabilistic constraints
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