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
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;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4577-0652-3
DOI :
10.1109/ICSMC.2011.6083798