An adaptive large neighborhood search for the multiport continuous berth allocation problem with speed optimization

Bernardo Martin Iradi, Dario Pacino, Stefan Røpke

Research output: Contribution to conferenceConference abstract for conferenceResearch

Abstract

More than 80% of the cargo is carried by sea, and the global demand is expected to continue increasing in the coming years. This is forcing shipping line carriers and terminal operators to explore new means of optimizing their operations. The berth planning of a terminal is categorized as one of the most critical sea-side operations due to the scarcity of berthing space, and it is modeled as the berth allocation problem (BAP). The aim of the BAP is to assign incoming ships to berthing positions on the terminal, and the continuous version of the problem assumes that ships can berth anywhere along the quay. We extend the continuous BAP to multiple ports, thereby exploiting the potential of a collaboration between carriers and terminal operators. We denominate this problem as the multiport continuous berth allocation problem (MCBAP) and formulate it as a mixed-integer problem. We present an adaptive large neighborhood search (ALNS) heuristic to solve the MCBAP and compare its performance to commercial solvers. ALNS achieves high-quality results within short computational times and presents greater scalability compared to commercial solvers, which makes the ALNS more attractive from an operational and planning perspective.
Original languageEnglish
Publication date2022
Number of pages1
Publication statusPublished - 2022
Event32nd European Conference on Operational Research - Aalto University, Espoo, Finland
Duration: 3 Jul 20226 Jul 2022
Conference number: 32
https://euro2022espoo.com/

Conference

Conference32nd European Conference on Operational Research
Number32
LocationAalto University
Country/TerritoryFinland
CityEspoo
Period03/07/202206/07/2022
Internet address

Keywords

  • Container terminal
  • Heuristics
  • Berth allocation
  • Speed optimization
  • Transportation
  • Logistics

Fingerprint

Dive into the research topics of 'An adaptive large neighborhood search for the multiport continuous berth allocation problem with speed optimization'. Together they form a unique fingerprint.

Cite this