Computer Engineering and Applications ›› 2007, Vol. 43 ›› Issue (22): 71-72.

• 学术探讨 • Previous Articles     Next Articles

Robustness based on ameliorating alternative covering design algorithm

SONG Mao-bin1,GONG Ning-sheng1,2   

  1. 1.Institute of Information Science and Engineering,Nanjing University of Technology,Nanjing 210009,China
    2.Institute of Information Science and Engineering,Nanjing University of Aeronautic and Astronautics,Nanjing 210016,China
  • Received:1900-01-01 Revised:1900-01-01 Online:2007-08-01 Published:2007-08-01
  • Contact: SONG Mao-bin

基于改进交叉覆盖设计算法的鲁棒性

宋茂斌1,宫宁生1,2   

  1. 1.南京工业大学 信息科学与工程学院,南京 210009
    2.南京航空航天大学 信息科学与工程学院,南京 210016
  • 通讯作者: 宋茂斌

Abstract: This paper gives a method of amelioration to the robust of alternative covering design algorithm based on the analysis of the algorithm.Some instances show that amelioration can obviously enhance the ability of the neural network.

Key words: multi-layer neural networks, alternative covering, robustness

摘要: 在对交叉覆盖设计算法进行分析的基础上,针对该算法所显示的鲁棒性不强的问题,给出了一种改进的方法。模拟实验表明了这种改进能够明显地提高神经网络的泛化能力。

关键词: 多层神经网络, 交叉覆盖, 鲁棒性