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A stochastic programming formulation for strategic fleet renewal in shipping

Sammendrag

Shipping companies repeatedly face the problem of adjusting their vessel fleet to meet uncertain future transportation demands and compensating for aging vessels. In this paper, a new multi-stage stochastic programming formulation for strategic fleet renewal in shipping is proposed. The new formulation explicitly handles uncertainty in parameters such as future demand, freight rates and vessel prices. Extensive computational tests are performed, comparing different discretizations of the uncertain variables and different lengths of the planning horizon. It is shown that significantly better results are obtained when considering the uncertainty of future parameters, compared to using expected values.

Kategori

Vitenskapelig artikkel

Språk

Engelsk

Forfatter(e)

  • Rikard Bakkehaug
  • Eirik Stamsø Eidem
  • Kjetil Fagerholt
  • Lars Magnus Hvattum

Institusjon(er)

  • Norges teknisk-naturvitenskapelige universitet
  • SINTEF Ocean / Energi og transport

År

2014

Publisert i

Transportation Research Part E: Logistics and Transportation Review

ISSN

1366-5545

Forlag

Elsevier

Årgang

72

Side(r)

60 - 76

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