DocumentCode
2378554
Title
Two dimensional rectilinear polygon packing using genetic algorithm with a hierarchical chromosome
Author
Matayoshi, Mitsukuni
Author_Institution
Dept. of Ind. & Inf. Sci., Okinawa Int. Univ., Ginowan, Japan
fYear
2011
fDate
9-12 Oct. 2011
Firstpage
989
Lastpage
996
Abstract
This paper proposes a new placement method for two dimensional rectilinear polygons. The proposed method is based on the idea of corner junction method and uses only genetic algorithm approach with a new chromosome structure to pack rectilinear polygons onto container. The proposed method is implemented by enhancing the double chromosome structure to a hierarchical chromosome structure. It is a novel approach for solving the layout problem of rectilinear polygons using only genetic algorithm. Experimental results show the proposed method is succeeded in placement of some complicated two dimensional rectilinear polygons in feasible time.
Keywords
bin packing; genetic algorithms; 2D rectilinear polygon packing; corner junction method; double chromosome structure; genetic algorithm; hierarchical chromosome structure; Benchmark testing; Biological cells; Containers; Genetic algorithms; Junctions; Search methods; Shape; Corner junction method; Genetic algorithm; Irregular two dimensional packing problem; Strip packing problem; Two dimensional polygon packing problem;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location
Anchorage, AK
ISSN
1062-922X
Print_ISBN
978-1-4577-0652-3
Type
conf
DOI
10.1109/ICSMC.2011.6083798
Filename
6083798
Link To Document