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计算机工程 ›› 2006, Vol. 32 ›› Issue (5): 195-197,234.

• 人工智能及识别技术 • 上一篇    下一篇

模块化免疫神经网络模型的研究与实现

侯家利 1,朱梅阶2,熊金志1   

  1. 1. 东莞理工学院软件学院,东莞523106;2. 华南理工大学计算机科学与工程学院,广州 510641
  • 出版日期:2006-03-05 发布日期:2006-03-05

Research and Implementation on Modular-based Immune Neural Network Model

HOU Jiali1, ZHU Meijie2, XIONG Jinzhi1   

  1. 1. Software School, Dongguan University of Technology, Dongguan 523106;2. School of Computer Science & Engineering, South China University of Tech., Guangzhou 510641
  • Online:2006-03-05 Published:2006-03-05

摘要: 提出了一种新的安全模型——模块化免疫神经网络模型,同时根椐模型中两大网络的作用机理,给出了它们之间的作用算法,最终形成了一个动态平衡的、自适应的、分布式的网络模型。实验表明模型有较高的安全数据识别率。

关键词: 拓扑结构;模型设计;免疫遗传算法

Abstract: In terms of the cluster particularity of neural network, this paper builds up a new security model——modular immune neural network, and constructs three algorithms from their mutual mechanisms, which forms a homeostic, auto-adaptable and distribution model. The experiment shows that this model has a better rate on data security classifying

Key words: Topology structure; Model design; Immune genetic algorithm