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《JOURNAL OF NORTHERN JIAOTONG UNIVERSITY》 1995-04
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A New Genetic Algorithm for Lraining Neural Network

Li Tonghong; Luo Siwei(Department of Computer Science, Northern Jiaotong University, Beijing 100044)  
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.
【CateGory Index】: TP183
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【Co-references】
Chinese Journal Full-text Database 10 Hits
1 An Yunpei; Che Yuman ;Liu Fang; Gong Hairui(AISC Technology Centre) (AISC Ironmaking Plant);Development and Application of the Expert System for Thermal State of AISC No.4 BF[J];;1997-08
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6  WANG Wenqing ZHOU Cheng LIU Feng LI Lingyun LI Yun (Department of Technical Physics,Peking University,Beijing,100871);Genetic Codon Table and Book of Changes “Yi Jing”[J];ACTA SCICENTIARUM NATURALUM UNIVERSITIS PEKINESIS;1998-04
7 MA Yun-dong, DING Jun(Resources and Environment Engineering College, Liaoning Technical University, Fuxin 123000, China);Establishment of Multi-dimentional Misty Datum-Bank Model for Coal Mines and Technique of Excavation[J];Journal of China Coal Economic College;2002-03
8 LI Bing(School of Electrical Engineering,Hunan University,Changsha 410082,China);Application of Recurrent Neural Network with Fuzzy Optimum Selection to Hydropower Investment Projects[J];Journal of Chongqing Institute of Technology;2006-02
9 SONG Zhi-yu,LI Jun-jie(School of Civil and Hydraulic Engineering,DLUT,Dalian 116023,China);Evaluation of Rock Slope Stability based on Simulated Annealing Neural Network Model[J];Journal of Yangtze River Scientific Research Institute;2006-02
10 PAN Yan-rong,ZHAI Chang-xu,ZHU Shun-ying (School of Traffic & Transportation, Chongqing Jiaotong University, Chongqing 400074, China);An evaluation of the road traffic safety based on the grey cluster and neural network[J];Journal of Chongqing Jiaotong University;2005-02
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1 LI Chuan1,YAO Jian-gang1,CHEN Liang2 (1.Col.of Electrical and Information Engineering,Hunan Univ.,Changsha 410082,China;2.Guangdong Power Dispatch Center,Guangzhou 510600,China);A J2EE and VML Based Optimization and Management System of Generator Maintenance Schedule[J];Guangdong Electric Power;2009-01
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