| 模糊神经网络在施肥决策系统的应用 |
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| 引用本文： | 杨宇姝,冯江,曹然.模糊神经网络在施肥决策系统的应用[J].农机化研究,2009,31(3). |
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| 作者姓名： | 杨宇姝 冯江 曹然 |
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| 作者单位： | 东北农业大学,工程学院,哈尔滨,150030 |
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| 基金项目： | 黑龙江省自然科学基金，东北农业大学博士启动资金项目 |
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| 摘 要： | 针对施肥过程中普遍存在非线性和不确定性问题,对多种模糊神经网络进行分析比较,提出了适合施肥决策系统的FMLP模糊神经网络结构,采用FBP学习算法实现网络结构优化.通过对水稻在同一农田重复进行种植实验,结果表明所建系统可以提供最佳土壤施肥方案.
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| 关 键 词： | 模糊神经网络 FMLP网络结构 FBP学习算法 施肥决策 |
A Study for the Application of Fuzzy-neural Network in Fertilizer Decision System |
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| Yang Yushu,Feng Jiang,Cao Ran.A Study for the Application of Fuzzy-neural Network in Fertilizer Decision System[J].Journal of Agricultural Mechanization Research,2009,31(3). |
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| Authors: | Yang Yushu Feng Jiang Cao Ran |
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| Institution: | College of Engineering;Northeast Agricultural University;Harbin 150030;China |
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| Abstract: | The paper raises the FMLP Fussy-Neural Network to suitable fertilizer decision facing universal problems of nonlinearity and uncertain comparing kinds of FNN during applying fertilizer. The network structure is optimized by adopting FBP learning algorithm. The result demonstrates that the system can provide optimum scheme of fertilization by repetition experiment of planting rice in the same farmland. |
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| Keywords: | fuzzy-neural network FMLP network FBP learning algorithm fertilizer decision |
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