Title :
Parallel layout construction algorithm for irregular shape packing problems
Author :
Sato, A.K. ; de Castro Martins, T. ; de Sales Guerra Tsuzuki, Marcos
Author_Institution :
Dept. de Eng. Mecatronica e de Sist. Mecanicos, Univ. de Sao Paulo, Sao Paulo, Brazil
Abstract :
Cutting and packing problems arise in a variety of industries, including garment, wood and shipbuilding. Irregular shape packing is a special case which admits irregular items and is much more complex due to the geometry of items. In order to ensure that items do not overlap and no item from the layout protrudes from the container, the collision free region concept was adopted. It represents all possible translations for a new item to be inserted into a container with already placed items. To construct a feasible layout, collision free region for each item is determined through a sequence of Boolean operations over polygons. In order to improve the speed of the algorithm, a parallel version of the layout construction was proposed and it was applied to a simulated annealing algorithm used to solve bin packing problems. Tests were performed in order to determine the speed improvement of the parallel version over the serial algorithm.
Keywords :
Boolean functions; bin packing; simulated annealing; Boolean operations; bin packing problems; collision free region new; cutting problems; garmen industries; irregular shape packing problems; item geometry; layout protrudes; parallel layout construction algorithm; parallel version; polygons; serial algorithm; shipbuilding industries; simulated annealing algorithm; speed improvement; wood industries; Optimization; Placement Problems; collision free region; no fit polygon;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
DOI :
10.1109/SCIS-ISIS.2012.6505041