Stammdaten

Titel: Efficient and Easy-to-Implement Mixed-Integer Linear Programs for the Traveling Salesperson Problem with Time Windows
Beschreibung:

The NP-hard Traveling Salesperson Problem with Time Windows (TSPTW) is concerned with visiting a given set of customers within their assigned time windows such that a given objective function is minimized. In contrast to traditional problems, where each customer gets assigned its own time window, in modern web-based systems the supplying company defines a set of time windows, from which the customer can then choose one of them. Therefore, by design, typically several customers are assigned to the same time window. Motivated by this development and the fact that practitioners seek for formulations that can easily and quickly be implemented, we introduce two mixed-integer linear programs (MILPs) for the asymmetric TSPTW that allow to computationally exploit the structure of the time windows and are also applicable for asymmetric travel times, for which the triangle inequalities do not hold. In particular we analyze and exploit the relations between time windows in order to reduce the number of binary variables in our MILPs. For the special case of non-overlapping time windows we can further simplify the constraint set and also reduce the number of continuous variables needed. Finally, we demonstrate the efficiency of our MILPs on benchmark instances related to an online shopping application.

Schlagworte:
Typ: Angemeldeter Vortrag
Homepage: -
Veranstaltung: EURO Mini Conference on "Advances in Freight Transportation and Logistics" (Padova)
Datum: 08.03.2018
Vortragsstatus:

Zuordnung

Organisation Adresse
Fakultät für Technische Wissenschaften
 
Institut für Mathematik
Universitätsstraße 65-67
9020 Klagenfurt am Wörthersee
Österreich
   mirjam.jonk@aau.at
https://www.aau.at/mathematik
zur Organisation
Universitätsstraße 65-67
AT - 9020  Klagenfurt am Wörthersee

Kategorisierung

Sachgebiete
  • 101016 - Optimierung
  • 101015 - Operations Research
Forschungscluster Kein Forschungscluster ausgewählt
Vortragsfokus
  • Science to Science (Qualitätsindikator: II)
Klassifikationsraster der zugeordneten Organisationseinheiten:
TeilnehmerInnenkreis
  • Überwiegend international
Publiziert?
  • Ja
Arbeitsgruppen
  • Diskrete Mathematik und Optimierung

Kooperationen

Keine Partnerorganisation ausgewählt