Study on Immune Clonal Algorithm and Its Application
文献类型：会议论文
| 作者 | Ma J(马佳); Zhu YL(朱云龙) ; Shou, Yimin
|
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。