A novel Clone Selection Algorithm and its application for Three Dimension Bin Packing Problem of web mode

doi:10.1109/CSO.2010.169

CORC > 兰州理工大学 > 兰州理工大学 > 机电工程学院

	A novel Clone Selection Algorithm and its application for Three Dimension Bin Packing Problem of web mode
	Li, Jian-Hua; Chen, Hui; Ren, Lina
	2010
会议日期	May 28, 2010 - May 31, 2010
会议地点	Huangshan, Anhui, China
关键词	Antibodies Cloning Population statistics Bin packing problem Clone selection algorithms Convergent speed Immune clonal selection algorithm ITS applications Population evolution Search dimensions Three dimensions
卷号	1
DOI	10.1109/CSO.2010.169
页码	400-403
英文摘要	In this paper, we attempted to improve convergent speed and efficiency of Immune Clonal Selection Algorithm (ICSA) from a new viewpoint. We concentrated on the antibody population size and search space. And a novel Reconfigurable Space Clone Selection Algorithm (RSCSA) was put forward. Micro space was constructed through reducing the search space and search dimension. Search power was strengthened greatly when search was just done in this space. The best antibody, which was found in this micro space, would be exchanged with the basic antibody population at the same time. This exchange is a direction for the antibody population evolution. Finally, RSCSA was applied to Three Dimension Bin Packing Problem of web mode Through several experiments, the following became clear. The RSCSA can improved the convergent speed of Web mode loading. At the same time, the algorithm is more efficient. Thus, the RSCSA possessed high performance. © 2010 IEEE.
会议录	3rd International Joint Conference on Computational Sciences and Optimization, CSO 2010: Theoretical Development and Engineering Practice
会议录出版者	IEEE Computer Society
语种	英语
内容类型	会议论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/116159]
专题	机电工程学院电气工程与信息工程学院
作者单位	School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou, China
推荐引用方式 GB/T 7714	Li, Jian-Hua,Chen, Hui,Ren, Lina. A novel Clone Selection Algorithm and its application for Three Dimension Bin Packing Problem of web mode[C]. 见:. Huangshan, Anhui, China. May 28, 2010 - May 31, 2010.