| 基于菌群RBF神经网络的股票价格预测 |
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| 引用本文： | 缪凯,陈芳,赵志刚. 基于菌群RBF神经网络的股票价格预测[J]. 青岛大学学报(自然科学版), 2007, 20(2): 50-54 |
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| 作者姓名： | 缪凯 陈芳 赵志刚 |
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| 作者单位： | 青岛大学,信息工程学院,青岛,266071;青岛大学,经济学院,青岛,266071 |
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| 摘 要： | 利用菌群算法提出了一种新的菌群RBF神经网络算法，并将其应用到股票价格预测，同时在预测中引入了技术指标模型。仿真试验表明，相比于传统的RBF神经网络算法，菌群RBF神经网络算法可以得到更好的训练效率和预测结果。
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| 关 键 词： | 菌群RBF神经网络 股票 预测 |
| 文章编号： | 1006-1037（2007）02-0050-05 |
| 收稿时间： | 2006-12-04 |
| 修稿时间： | 2006-12-04 |
Stock Price Forecast Based on Bacterial Colony RBF Neural Network |
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| MIAO Kai,CHEN Fang,ZHAO Zhi-gang. Stock Price Forecast Based on Bacterial Colony RBF Neural Network[J]. Journal of Qingdao University(Natural Science Edition), 2007, 20(2): 50-54 |
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| Authors: | MIAO Kai CHEN Fang ZHAO Zhi-gang |
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| Affiliation: | 1. College of Information Engineering, Qingdao University, Qingdao 266071, China; 2. School of Economics, Qingdao University, Qingdao 266071, China |
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| Abstract: | A new Bacterial Colony Radial Basis Function Neural Network(RBFNN) algorithm,which was applied to forecast the stock price,was proposed on the basis of the bacterial colony algorithm,and a technological index model was introduced in the forecast.Experimental results show that the new algorithm can obtain the higher training efficiency and better forecasting results than the traditional RBFNN algorithm. |
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| Keywords: | RBF(radial basis function) neural network bacterial colony RBF neural network stock forecast |
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