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| 基于小生境原理的免疫检测器集优化 | |
| 引用本文： | 杨晖泽,张清华,李国勇.基于小生境原理的免疫检测器集优化[J].茂名学院学报,2011,21(3):57-60. |
| 作者姓名： | 杨晖泽 张清华 李国勇 |
| 作者单位： | 1. 太原理工大学,信息工程学院,山西,太原,030024;广东石油化工学院,计算机与电子信息学院,广东,茂名,525000 2. 广东石油化工学院,计算机与电子信息学院,广东,茂名,525000 3. 太原理工大学,信息工程学院,山西,太原,030024 |
| 摘 要： | 基于否定选择的网络入侵检测系统中,检测器集的质量在很大程度上影响检测速率和检测准确率。基于小生境原理,对根据否定选择算法生成的检测器集中存在的重叠检测器进行高频变异和低频变异,提高了检测器集对非自体空间的覆盖率。根据否定选择算法的仿真实验的结果表明优化后的检测器集的整体检测效率明显改善。 |
| 关 键 词： | 人工免疫 小生境 否定选择 |
Detector Collection Optimization Based on Microhabitat Principle |
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| YANG Hui-ze,ZHANG Qing-hua,LI Guo-yong.Detector Collection Optimization Based on Microhabitat Principle[J].Journal of Maoming College,2011,21(3):57-60. | |
| Authors: | YANG Hui-ze ZHANG Qing-hua LI Guo-yong |
| Institution: | YANG Hui-ze1,2,ZHANG Qing-hua2,LI Guo-yong1(1.College of Information Engineering,Taiyuan University of Technology,Taiyuan 030024,China,2.College of Computer and Electronic Information,Guangdong University of Petrochemical Technology,Maoming 525000,China) |
| Abstract: | Based on the negative selection,the quality of detectors collection plays a decisive role in the examining speed and the rate of accuracy in network invasion examination system.According to microhabitat principle and the existence of overlap detectors in detectors collection produced by the negative selection algorithm,the high frequency variation and the low frequency variation are carried out to enhance the coverage fraction of detectors collection to the unself space.The paper gives simulation algorithm.... |
| Keywords: | artificial immunity the microhabitat negative selection |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |