免疫识别器构造的多级演化

Multilevel Evolution of Immune Detector

本文提出了基于多种群演化的遗传算法程序设计 ,通过对识别器的“自我”训练和“非我”测试来构造计算机网络安全免疫系统中至关重要的识别器 。

A Genetic Algorithm based on multilevel evolution is introduced in this paper , and it is used to construct the immune detector which is very important in the computer immune system of networks security. It constructs the detector through its self training and its nonself testing. Further this paper compares the result of multilevel evolution with single level evolution based on the orthodox Genetic Algorithm by a series of experiments.