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A construction and improvement heuristic for a liquefied natural gas inventory routing problem

Abstract

We present a large scale ship routing and inventory management problem for a producer and distributor of liquefied natural gas (LNG). The problem contains multiple products, inventory and berth capacity at the loading port and a heterogeneous fleet of ships. The goal is to create an annual delivery program to fulfill the producer’s long-term contracts at minimum cost, while maximizing the revenue from selling LNG in the spot market. To solve this problem we have developed a construction and improvement heuristic (CIH).

The CIH is a multi-start local search heuristic that constructs a set of solutions using a greedy insertion procedure. The solutions are then improved using either a first-descent neighborhood search, branch-and-bound on a mathematical formulation, or both. Tests on real-life instances show that the CIH provides good solutions in a short amount of time.

Category

Academic article

Client

  • Research Council of Norway (RCN) / 205298

Language

English

Author(s)

  • Magnus Stålhane
  • Jørgen Glomvik Rakke
  • Christian Rørholt Moe
  • Henrik Andersson
  • Marielle Christiansen
  • Kjetil Fagerholt

Affiliation

  • Norwegian University of Science and Technology
  • SINTEF Ocean / Energi og transport

Year

2012

Published in

Computers & industrial engineering

ISSN

0360-8352

Volume

62

Issue

1

Page(s)

245 - 255

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