| 摘要: |
| 检测器生成是非选择算法的关键步骤.已有检测器生成算法在生成检测器时存在"漏洞"区域和冗余检测器问题.提出了一种检测器长度可变的检测器生成算法,不仅可以消除"漏洞"区域,还可以通过相应的检测器优化算法减少冗余检测器,进而提高检测器生成效率和检测效率.对算法进行了分析和实验证明,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. |
| 关键词: 人工免疫系统 非选择算法 检测器生成 漏洞 |
| DOI： |
| 分类号: |
| 基金项目:Supported by the National Natural Science Foundation of China under Grant No.60404004 (国家自然科学基金) |
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| A Negative Selection Algorithm with the Variable Length Detector |
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HE Shen,LUO Wen-Jian,WANG Xu-Fa
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| Abstract: |
| The detector generation is the key step of negative selection. Current detector generation algorithms have holes area and redundancy detector problems. A negative selection algorithm with the variable length detector is proposed in this paper. This algorithm can not only remove the holes, but also decrease redundancy detectors by the corresponding detector optimization algorithm. Therefore, both the detector generation efficiency and the detecting efficiency are improved well. This algorithm is analyzed in this paper and verified by experiments. The experimental results prove that this algorithm is better than the traditional negative selection algorithms and the negative selection algorithm with the r-adjustable detector. |
| Key words: artificial immune system negative selection algorithm detector generation hole |
