Principles of combinatorial optimization applied to container-ship stowageplanning

Citation
Id. Wilson et Pa. Roach, Principles of combinatorial optimization applied to container-ship stowageplanning, J HEURISTIC, 5(4), 1999, pp. 403-418
Citations number
13
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
JOURNAL OF HEURISTICS
ISSN journal
13811231 → ACNP
Volume
5
Issue
4
Year of publication
1999
Pages
403 - 418
Database
ISI
SICI code
1381-1231(199912)5:4<403:POCOAT>2.0.ZU;2-9
Abstract
In this paper, a methodology for generating automated solutions to the cont ainer stowage problem is shown. The methodology was derived by applying pri nciples of combinatorial optimization and, in particular, the Tabu Search m etaheuristic. The methodology progressively refines the placement of contai ners, using the Tabu search concept of neighbourhoods, within the cargo-spa ce of a container ship until each container is specifically allocated to a stowage location. Heuristic rules are built into objective functions for ea ch stage that enable the combinatorial tree to be explored in an intelligen t way, resulting in good, if not optimal, solutions for the problem in a re asonable processing time.