CAJ | 학술논문

对检测器生成算法中的逐级反向选择算法进行改进, 通过对检测器表示方式和检测器生成算法的修改, 解决了原算法中检测器数量过多的问题, 提高了检测器的生成效率和检测效率. 算法的测试结果表明, 改进后的算法在检测精度不变的前提下降低了描述相同非自体空间需要的检测器数量, 提高了算法执行效率, 使其更接近实时监测的要求.
대검측기생성산법중적축급반향선택산법진행개진, 통과대검측기표시방식화검측기생성산법적수개, 해결료원산법중검측기수량과다적문제, 제고료검측기적생성효솔화검측효솔. 산법적측시결과표명, 개진후적산법재검측정도불변적전제하강저료묘술상동비자체공간수요적검측기수량, 제고료산법집행효솔, 사기경접근실시감측적요구.
The Multi-level Negative Selection Algorithm was improved by introducing a new detector model and generating method. The new algorithm can solve the problem of a high number of detectors. Therefore, both the generation efficiency and the detecting efficiency are improved as well. The experimental results prove that both the number of detectors and the time for generating detectors are decreased greatly by the improved algorithm on the premise that the precision of detection is unchanged, making it approach the real-time detection.