Popmusic for real world large scale vehicle routing problem with time windows

Karl Dörner, Richard Hartl, Eric Taillard, Philippe Waelti

Veröffentlichungen: Beitrag in FachzeitschriftArtikelPeer Reviewed

Abstract

This paper presents a heuristic approach based on the POPMUSIC frame- work for a large scale Multi Depot Vehicle Routing Problem with Time Windows (MDVRPTW) derived from real world data. Popmusic is a very powerful tool for tackling large problem instances. A Memetic Algorithm (MA) is used as an optimiser in the Popmusic framework. It is shown that a population based search combined with decomposition strategies is a very efficient and flexible tool to tackle real world problems with regards to solution quality as well as runtime.
OriginalspracheEnglisch
Seiten (von - bis)934-943
Seitenumfang10
FachzeitschriftJournal of the Operational Research Society
Jahrgang60
Ausgabenummer7
PublikationsstatusVeröffentlicht - 2009

ÖFOS 2012

  • 502050 Wirtschaftsinformatik
  • 502052 Betriebswirtschaftslehre
  • 101015 Operations Research

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