免疫计算中最小有效检测器集分析

Analyzing Minimum Set of Effective Detectors

在构造人工免疫系统时,如果能有效控制免疫计算中检测集的大小,以较小的检测器集合,检测到较大范围的“非己”行为,并且还要具有较高的检测精度,就可以从根本上提高系统的效率。在分析有效检测集各参数间关系的基础上,该文提出了确定最小有效检测器集合相关参数的方法,并通过试验证明使用该方法构造的人工免疫系统的初始化速度、检测准确度和效率均有较大提高。

In co ns tructing artificial immune system,how to control the number of detectors is a p roblem.With fewer detectors,system could have higher efficiency.Based on math ematical analysis and preliminary experiments,this paper presents a method that attempts to determine various parameters of Detectors Set.Experiments prove th is method is good for improving system initialization speed and efficiency.