面向人工免疫系统的变长检测器快速生成算法

FAST GENERATION ALGORITHM OF VARIABLE-LENGTH DETECTOR FOR ARTIFICIAL IMMUNE SYSTEM

为提高现有非选择算法在检测器生成时的效率问题,设计一种长度可变检测器的快速生成算法。该算法不仅可以消除"漏洞"区域,还可以通过优化减少冗余检测器,提高检测器生成效率和检测效率。实验结果表明,该算法比传统的非选择算法及r可变的非选择算法具有更好的性能。

In order to improve the efficiency of current negative selection algorithm in detector generation, we design a fast generation algorithm for variable length detector in this paper. This algorithm can eliminate the ＂hole＂ area, and can decrease the redundant detectors by optimization, both the generation efficiency and detection efficiency of the detector are improved. Experimental results prove that this algorithm has better performance thah the traditional negative selection algorithms and the r-adjustable negative selection algorithm.