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JOURNAL OF NORTHERN JIAOTONG UNIVERSITY. 1995, (04) Core

A New Genetic Algorithm for Lraining Neural NetworkChinese Full Text

Li Tonghong; Luo Siwei(Department of Computer Science, Northern Jiaotong University, Beijing 100044)

Abstract: In this paper, we propose a standardized method to reduce the large number of similar solutions. With experiments in simple network problem, several operators are compared and a new genetic algorithm named NGA is presented. The result demonstrates that NGA is better than the traditional GA in training neural networks. 
Keywords：

ss: neural networks; genetic algorithm; operator/standardized method; similar solution,feed forward; multi-layer training;

  • Series：

    (C) Architecture/ Energy/ Traffic/ Electromechanics, etc; (I) Electronic Technology ＆ Information Science

  • Subject：

    Automation Technology

  • Classification Code：

    TP183

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