Title :
The 2D strip packing problem: A new approach with verification by EA
Author :
Matayoshi, Mitsukuni
Author_Institution :
Dept. of Ind. & Inf. Sci., Okinawa Int. Univ., Ginowan, Japan
Abstract :
In this paper, an innovative method is proposed for solving the two-dimensional rectangle packing problem by utilizing the Corner-Junction method (CJ method) introduced here for conjoining rectangular corners, enabling two adjoined rectangles to line up. Verification is accomplished through application of an evolutionary algorithm (EA), using the chromosome-structure also introduced. Some benchmark tests of the strip packing problem are shown to be solved by this EA, which enables 90-degree rotation of the rectangles. The experimental results show that use of the proposed CJ method provides satisfactory packing of rectangles but with quality in terms of gap varying 5-12% less than that of optimal solutions. The failure of EA to detect all viable solutions resulting from application of the CJ method is a consequence of the present sequential limitations of the proposed chromosome structure.
Keywords :
bin packing; evolutionary computation; genetic algorithms; 2D strip packing problem; Corner Junction method; chromosome structure; evolutionary algorithm; genetic algorithm; innovative method; two dimensional rectangle packing problem; Containers; chromosome structure; corner junction method; evolutionary algorithm; genetic algorithm; strip packing problem;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5641931