基于免疫遗传算法的入侵检测器的生成模型  

A MODEL FOR DETECTOR PRODUCTION BASED ON INMMUNE GENETIC ALGORITHM

作　　者：李荣芹[1] 

机构地区：[1]哈尔滨师范大学

出　　处：《哈尔滨师范大学自然科学学报》2007年第6期92-96,共5页Natural Science Journal of Harbin Normal University

摘　　要：在分析了基于人工免疫的检测器的生成算法基础上,结合十进制数编码的遗传算法进行了优化设计,建立了一个基于免疫遗传算法的入侵检测器的生成模型,融合了人工免疫,遗传算法等多种智能技术.重点研究检测器的进化阶段,采用的是十进制对问题进行编码,能在短时间内搜索到高精度的全局最优解,而且稳定性也非常好,因此提高了检测器的多样性,高效性以及其适应度水平.并对模型性能进行分析,该模型可以对未知入侵行为和已知入侵行为以及其变种进行有效的识别.By analyzing detector production algorithm based on artificial immune system.This paper has carried on the optimized design by genetic algorithm of decimal-coded.It has established the invasion detector produc- tion model based on artificial immune genetic algorithm,fused the artificial immunization,the genetic algo- rithm at al.many kinds of intelligent technology.Key studies the evolution stage of the detector,the questions are coded by the decimal number,can search the high accuracy optimal solutionin om overall situation in the short time.Moreover,the stability is also extremely good.Therefore it can enhanced multiplicity,effective- ness and its adaption degree level of the detector.And it has analysed the model performance,analysis results show that this model can effectively identify to the unknown invasion behavior and the known invasion behavior and its variety.

关 键 词：人工免疫 检测器 遗传算法 十进制数编码 

分 类 号：N55[自然科学总论] G658.3[文化科学—教育学]