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

被引:151
作者
Hopper, E [1 ]
Turton, BCH [1 ]
机构
[1] Cardiff Univ, Sch Engn, Cardiff CF24 3TF, S Glam, Wales
关键词
artificial neural networks; genetic algorithms; irregular; meta-heuristics; packing problem; regular; simulated annealing; tabu search; two-dimensional;
D O I
10.1023/A:1012590107280
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper is a review of the approaches developed to solve 2D packing problems with meta-heuristic algorithms. As packing tasks are combinatorial problems with very large search spaces, the recent literature encourages the use of meta-heuristic search methods, in particular genetic algorithms. The objective of this paper is to present and categorise the solution approaches in the literature for 2D regular and irregular strip packing problems. The focus is hereby on the analysis of the methods involving genetic algorithms. An overview of the methods applying other meta-heuristic algorithms including simulated annealing, tabu search, and artificial neural networks is also given.
引用
收藏
页码:257 / 300
页数:44
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