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Ein Pareto-Optimierungsverfahren für ein mehrkriterielles Gewinnerermittlungsproblem in einer kombinatorischen Transportausschreibung

Tobias Buer () and Giselher Pankratz ()
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Tobias Buer: FernUniversität in Hagen
Giselher Pankratz: FernUniversität in Hagen

A chapter in Intelligent Decision Support, 2008, pp 113-135 from Springer

Abstract: Abstract This paper extends the NP-hard Winner Determination Problem of Combinatorial Reverse Auctions in a scenario based on the procurement of transportation services. In addition to the common goal of minimizing the total cost of all selected bids, a second objective aims at maximizing the expected carrier performance in the transportation network. Without any a priori preference information a GRASP-based algorithm uses the notion of Pareto dominance to take care of both objectives simultaneously. Variants of this procedure are evaluated by means of 810 generated test instances. Those procedures which consider both objectives during construction stage but only one objective in the local search stage offer the best performance in terms of solution quality, robustness and computing time.

Keywords: multi-objective WDP; transportation procurement auction; carrier performance; Pareto optimization; GRASP (search for similar items in EconPapers)
Date: 2008
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-3-8349-9777-7_7

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DOI: 10.1007/978-3-8349-9777-7_7

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