Title :
Bacterial Colony Chemotaxis Algorithm for Guillotine Rectangle Cutting Problem
Author :
Wen, Peng ; Wen-Xia, Liu
Author_Institution :
Sch. of Comput. Sci. & Technol., North China Electr. Power Univ., Beijing, China
Abstract :
Bacterial Colony Chemotaxis (BCC), which has good performance of global convergence and better convergence speed, is one of the new heuristic algorithms based on colony intelligence. In this paper, it is applied to the problem of guillotine rectangle cutting. The proposed algorithm not only automatically finds the best sequence of the rectangle pieces by BCC algorithm but also implements the exact constrained pattern. Experimental results show the effectiveness of our algorithm comparing with the other methods.
Keywords :
bin packing; optimisation; bacterial colony chemotaxis algorithm; colony intelligence; guillotine rectangle cutting problem; heuristic algorithms; Chemical technology; Computer science; Genetic algorithms; Glass manufacturing; Heuristic algorithms; Intelligent systems; Large-scale systems; Microorganisms; Pulp manufacturing; Refrigerators; Bacterial Colony Chemotaxis; guillotine rectangle cutting; pattern;
Conference_Titel :
Intelligent Systems, 2009. GCIS '09. WRI Global Congress on
Conference_Location :
Xiamen
Print_ISBN :
978-0-7695-3571-5
DOI :
10.1109/GCIS.2009.108