节点文献
人工免疫系统及其模型分析
Artificial Immune System and Analysis of Its Models
【摘要】 目前,受生物免疫系统启发而产生的人工免疫系统(Artificial Immune System,AIS)作为计算智能研究的新领域正在兴起。文中侧重以AIS的基本原理为线索,对其模型加以系统综述。介绍了人工免疫系统的生物原型及生物免疫系统模型。在此基础上讨论了3种人工免疫系统的网络模型:aiNet、骨髓模型及有限资源人工免疫系统。分别介绍了这3种主要模型的来源,详细描述了各个模型的基本思想,并归纳出各个模型的特征。
【Abstract】 Nowadays,drawing inspiration from the vertebrate immune system,a new research field of artificial immune system(AIS) is springing up, which is a novel branch of computational intelligence.This article intended to give a comprehensive overview of the AIS models.It introduced the biological models and the biological immune system models of the artificial immune system.On the base of them,it then discussed three models of the artificial immune system:aiNet,bone marrow model and resource limited artificial immune system.It introduced the source of the three main models,described their basic theories in details,and then concluded their characteristics.
【Key words】 artificial immune system; immune system model; aiNet; bone marrow model; resource limited artificial immune system;
- 【文献出处】 计算机技术与发展 ,Computer Technology and Development , 编辑部邮箱 ,2006年07期
- 【分类号】TP18
- 【被引频次】15
- 【下载频次】337