A review of the application of meta-heuristic algorithms to 2D strip packing problems

Citation
E. Hopper et Bch. Turton, A review of the application of meta-heuristic algorithms to 2D strip packing problems, ARTIF INT R, 16(4), 2001, pp. 257-300
Citations number
71
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
ARTIFICIAL INTELLIGENCE REVIEW
ISSN journal
02692821 → ACNP
Volume
16
Issue
4
Year of publication
2001
Pages
257 - 300
Database
ISI
SICI code
0269-2821(200112)16:4<257:AROTAO>2.0.ZU;2-5
Abstract
This paper is a review of the approaches developed to solve 2D packing prob lems with meta-heuristic algorithms. As packing tasks are combinatorial pro blems with very large search spaces, the recent literature encourages the u se of meta-heuristic search methods, in particular genetic algorithms. The objective of this paper is to present and categorise the solution approache s in the literature for 2D regular and irregular strip packing problems. Th e focus is hereby on the analysis of the methods involving genetic algorith ms. An overview of the methods applying other meta-heuristic algorithms inc luding simulated annealing, tabu search, and artificial neural networks is also given.