| 莜麦播种方式决策的BP神经网络模型 |
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| 引用本文： | 刘铖,杨盘洪.莜麦播种方式决策的BP神经网络模型[J].太原理工大学学报,2006(Z1). |
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| 作者姓名： | 刘铖 杨盘洪 |
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| 作者单位： | 太原理工大学信息工程学院 山西太原030024 |
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| 基金项目： | 国家863计划项目(2004AA11-5270) |
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| 摘 要： | 阐述了BP神经网络基本原理,并在此基础上,将神经网络理论应用于农业生产决策之中。以莜麦播种方式决策为例,通过对产生式规则的分析导出神经网络输入、输出单元数,经过多次实验确定合适的隐含层单元数,并采用MATLAB语言对所构建的网络进行训练。仿真结果证明,这种方法基本可以达到预期的目标。
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| 关 键 词： | 专家系统 BP神经网络 莜麦 |
The Model of BP ANN in Decision-making of The Mode of Sowing Naked Oats Seeds |
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| LIU Cheng,YANG Pan-hong.The Model of BP ANN in Decision-making of The Mode of Sowing Naked Oats Seeds[J].Journal of Taiyuan University of Technology,2006(Z1). |
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| Authors: | LIU Cheng YANG Pan-hong |
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| Abstract: | BP neural network has the robustness,associated memory and nonlinear mapping.This paper elaborates the rudimental theory of NN and takes decision-making of the mode of sowing naked oats seeds as example.We get the numbers of input cells and output cells by analyzing the production-pattern rules and the numbers of cells in connotative layer through repetitious experiments.After all of these,we trained the NN that we had gotten with MATLAB.The emulational result proved that the means could arrive at the expectant target. |
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| Keywords: | expert system BP artificial neural networks naked oats |
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