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《Computer Simulation》 2004-02
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Prediction Method of 100Sprint Performance Based on Hybrid Genetic Neural Network

CHEN Hai-ying,GUO Qiao,XU Li (Robotics Reserch Center Beijing Institute of Technology , Beijing 100081, China)  
Based upon the combination of Genetic Algorithm and BP Neural Network, this paper puts forward a new approach to learn the weights of BP using GA, and applies this method firstly to predict 100m sprint performance of athletes. Compared with BP algorithm and LM algorithm, the neural network based on hybrid GA not only has quick convergence speed and better learning precision, but also the generalization ability of network has improved greatly.
【Fund】: 国家自然科学基金资助项目(60171018)
【CateGory Index】: TP183
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 Xu Xiangjun;Exploration into significant factors on development of athletic ability for juvenile track and field athletes[J];Journal of Beijing Teachers College of Physical Education;2001-02
2 Li Minqiang\ Xu Boyi\ Kou Jisong (Institute of Systems Engineering, Tianjin University, Tianjin 300072);On the Combination of Genetic Algorithms and Neural Networks[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;1999-02
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Gong Yuanming; Shi Weidong(Departmetn of Computer Science and Engineering, Beijing Institute of Technology, Beijing 100081);Oscillation and Platform Problems in Back Propagation Neural Networks[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1995-05
2 QIN Hong-wu,ZHUANG Qian-zhang (Electronic Information Engineering Institute,Changchun University,Changchun*"130022,China);Structure of intelligent control system using neural network and expert system[J];Journal of Changchun University;2004-06
3 XU Hailiang1, YE Mao1, SONG Yudong1, WEI Jun2 (1. Xinjiang Institute of Ecology and Geography, CAS, Urumqi 830011, China; 2. Tarim River Basin Management Bureau, Kurle, Xinjiang 841000, China);The Dynamic Variation of Water Resources and Its Tendency in Tarim River Basin[J];Acta Geographica Sinica;2005-03
4 Jin Long; Ju Weimin(Jiangsu Research Institute of Meteorological Sciences, Nanjing, 210008)Miao Qilong(Nanjing Institute of Meteorology, Nanjing, 210044);Study on Ann-Based Multi-Step Prediction Model of Short-Term Climatic Variation[J];大气科学进展(英文版);2000-01
5 HONG Mei~(1,2),ZHANG Ren~(1,2,3),WAN Qi-lin~2,ZHU Wei-jun~3 (1.Institute of Meteorology PLA University of Science and Technology,Nanjing 211101 China;2.Institute of Tropical and Marine Meteorology,CMA,Guangzhou 510080,China;3.Postdoctoral Mobile Station & KLME,Nanjing University Of Information Engineering,Nanjing 210044,China);A combined cloud classification method of multi-spectral satellite cloud pictures based on GA and FCM[J];Progress In Geophysics;2005-04
6 ZHANG Guanghui FEI Yuhong WANG Jinzhe (Institute of Hydrogeology and Environmental Geology,CAGS,Shijiazhuang,Hebei,050061) CHEN Zongyu NIE Zhenlong (Open Laboratory of Environmental Geology,MGMR,Shijiazhuang,Hebei,050061);Evolution Characteristics and Trend of Shallow Groundwater Recharge in Taihangshan Piedmont Plain over the Last 300 Years[J];Acta Geosicientia Sinica;2003-03
7 LUO Dinggui 1,2) GUO Qing 2) WANG Xuejun 1) ( 1) College of Environmental Sciences, Peking University, Beijing,100871; 2)East China Institute of Technology,Civil and Environmental Engineering Department,Fuzhou,Jiangxi,344000);Simulation and Prediction of Underground Water Dynamics based on RBF Neural Network[J];Acta Geosicientia Sinica;2003-05
8 Zhang Ren (Institute of Meteorology, PLA University of Science and Technology, Nanjing 211101 );A Diagnosis/ Prediction of the Movement of the Western Pacific Subtropical High Based on the Neural Network Approximation with Forth-Propagation Style[J];Chinese Journal of Atmospheric Sciences;2001-05
9 Cao Jie, Xie Yingqi and Yan Huasheng (Earth Science Department, Yunnan University, Kunming 650091);A New Kind of Recurrence Method of Predictive Equation with Time Variable Parameters[J];SCIENTIA ATMOSPHERICA SINICA;1997-06
10 Yan Shijun; Liu Changli(Institute of Hydrogeology and Engineering Geology, Chinese AcademyOf Geological Sciences,Hebei Zhengding, 050803);STATUS AND PROSPECT OF URBAN LAND SUBSIDENCE[J];EARTH SCIENCE FRONTIERS;1996-01
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Lai Rongxing (Experiment Center, Guangzhou Physical Education Institute,Guangzhou510076);Heredity Traits of Motor Ability[J];Journal of Guangzhou Physical Education Institue;1998-03
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