Study on Immune Clonal Algorithm and Its Application

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 工业信息学研究室

	Study on Immune Clonal Algorithm and Its Application
	Ma J(马佳); Zhu YL(朱云龙); Shou, Yimin
	2009
会议名称	2nd Internationl Conference on Intelligent Computation Technology and Automation
会议日期	October 10-11, 2009
会议地点	Changsha, China
关键词	artificial Immune System clonal selection theory immune clonal algorithm diversity capacitated vehicle routing problems
页码	411-414
中文摘要	The study introduces an immune clonal algorithm (ICA), which depends on Artificial Immune System principles, for traditional facility layout problems. The new algorithm through the introduction of clonal proliferation, super mutation operators and clonal selection operators, improves the global convergence speed, and can effectively avoid prematurity. Through those operators, realizs local search using clonal proliferation and clonal selection, and global search using clonal deletion, the variety of antibody and afinity maturation was enhanced. Experimental results showed that the algorithm has a remarkable quality of the global convergence reliability and convergence velocity, thus solving effectively the CVRP problem.
收录类别	EI ; CPCI（ISTP）
产权排序	1
会议主办者	IEEE Intelligent Computat Soc, IEEE Comp Soc, Res Assoc Intelligent Computat Technol & Automat, Changsha Univ Sci & Technol, Hunan Univ Sci & Technol
会议录	ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL I, PROCEEDINGS
会议录出版者	IEEE COMPUTER SOC
会议录出版地	LOS ALAMITOS
语种	英语
ISBN号	978-0-7695-3804-4
WOS记录号	WOS:000275861900100
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/8416]
专题	沈阳自动化研究所_工业信息学研究室
推荐引用方式 GB/T 7714	Ma J,Zhu YL,Shou, Yimin. Study on Immune Clonal Algorithm and Its Application[C]. 见:2nd Internationl Conference on Intelligent Computation Technology and Automation. Changsha, China. October 10-11, 2009.