| 基于模糊神经网络的MVP评价模型及实证分析 |
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| 引用本文： | 杨君岐,李海平,邢战雷.基于模糊神经网络的MVP评价模型及实证分析[J].模糊系统与数学,2007,21(4):106-113. |
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| 作者姓名： | 杨君岐 李海平 邢战雷 |
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| 作者单位： | 陕西科技大学,管理学院,陕西,咸阳,712081 |
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| 摘 要： | 利用模糊数学和神经网络方法建立对运动员进行评价的模糊网络模型,采用NBA流行的各评价指标作为其输入,模糊综合评价结果作为输出。样本数据采用2003~2004赛季NBA各单项50强的常规赛数据,分别用BP网络和RBF网络,建立分析系统,比较结果证明RBF网络仿真效果最好,完全可以实用,该模型也可以用在其它综合评价系统中。
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| 关 键 词： | 模糊数学 神经网络 RBF BP 运动员评价 |
| 文章编号： | 1001-7402（2007）04-0106-08 |
| 收稿时间： | 2006-03-28 |
| 修稿时间： | 2006-03-282006-04-26 |
Study and Application of MVP Evaluation Based on Fuzzy Artificial Neural Network |
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| YANG Jun-qi,LI Hai-ping,XING Zhan-lei.Study and Application of MVP Evaluation Based on Fuzzy Artificial Neural Network[J].Fuzzy Systems and Mathematics,2007,21(4):106-113. |
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| Authors: | YANG Jun-qi LI Hai-ping XING Zhan-lei |
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| Institution: | School of Management,Shaanxi Univesity of Science and Technology,Xianyang 712081 ,China |
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| Abstract: | This paper,based on fuzzy mathematics and neural network,founded the fuzzy network model of players.It adopted the popular NBA evaluation indexes as the input data,the results of fuzzy compresensive as the output data.All the sample data comes from the top 50 players in normal matches during 2003-2004 year.This paper used BP network and RBF network individually and built analyses system.It found out that the emulated results of RBF network is better and praticable.This model may be used for other compresensive evalutaion system. |
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| Keywords: | Fuzzy Mathematics ANN RBF BP Evaluation of Players |
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