DocumentCode
2486227
Title
Incremental Move for 2D Strip-Packing
Author
Neveu, Bertrand ; Trombettoni, Gilles ; Araya, Ignacio
Author_Institution
Univ. of Nice-Sophia Antipolis, Nice
Volume
2
fYear
2007
fDate
29-31 Oct. 2007
Firstpage
489
Lastpage
496
Abstract
When handling 2D packing problems, numerous incomplete and complete algorithms maintain a so-called bottom-left (BL) property: every rectangle placed in a container is propped up bottom and left. While it is easy to make a rectangle BL when it is is added in a container, it is more expensive to maintain all the placed pieces BL when a rectangle is removed. This prevents researchers from designing incremental moves for metaheuristics or efficient complete optimization algorithms. This paper investigates the possibility of violating the BL property. Instead, we propose to maintain only the set of "maximal holes", which allows incremental additions and removals of rectangles. To validate our alternative approach, we have designed an incremental move, maintaining maximal holes, for the strip-packing problem, a variant of the famous 2D bin-packing. We have also implemented a generic metaheuristic using this move and standard greedy heuristics. Experimental results show that the approach is competitive with the best known incomplete algorithms, especially the other metaheuristics (able to escape from local minima).
Keywords
bin packing; greedy algorithms; 2D bin-packing; 2D packing problems; Strip-Packing; bottom-left property; generic metaheuristic; greedy heuristics; Algorithm design and analysis; Artificial intelligence; Computer science; Containers; Design optimization; Explosions; Genetic algorithms; Heuristic algorithms; Proposals; Strips;
fLanguage
English
Publisher
ieee
Conference_Titel
Tools with Artificial Intelligence, 2007. ICTAI 2007. 19th IEEE International Conference on
Conference_Location
Patras
ISSN
1082-3409
Print_ISBN
978-0-7695-3015-4
Type
conf
DOI
10.1109/ICTAI.2007.122
Filename
4410427
Link To Document