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人工神经网络模型在种植业劳均耕地面积预测中的应用
引用本文:李立辉,胡月明,陈联诚.人工神经网络模型在种植业劳均耕地面积预测中的应用[J].系统工程理论与实践,2000,20(9):130-133.
作者姓名:李立辉  胡月明  陈联诚
作者单位:(1)佛山科技学技术学院经济管理学院;(2)华南农业大学
基金项目:广东省自然科学基金!( 980 150 )
摘    要:利用人工神经网络建立了具有时间序列的对象的预测模型 ,并提出了基于本模型的数据处理方法 ,在此基础上 ,对吉林省榆树县大坡镇西山村的种植业劳均耕地面积作了预测 .证实了本模型的正确性和科学性.

关 键 词:人工神经网络  神经元  数据处理  输换函数    
修稿时间:1999-02-26

Forecasting the Plough Area Perpower of Farm Crop Cultivation Based on Artificial Neural Network
LI Li-hui,HU Yue-ming,CHEN Lian-cheng.Forecasting the Plough Area Perpower of Farm Crop Cultivation Based on Artificial Neural Network[J].Systems Engineering —Theory & Practice,2000,20(9):130-133.
Authors:LI Li-hui  HU Yue-ming  CHEN Lian-cheng
Institution:(1)South China University of Agriculture;(2)Foshan University
Abstract:The paper successfully makes the time series be the model couples of input and output of artificial neural network, and so suggests the forecasting model about plough area perpower of farm crop cultivation by using artifical neural network model, and provides a data proceding method and new Back\|Propagation Algorithm based on this model. At last forecastes the plough area perpower of farm crop cultivation of Xisan unit in Jilin Province, the forecasting values are creditable, the largest relative difference between forecasting value and original value is 3 8%. It verifies the model and its data proceding method are scientific.
Keywords:artificial neural network  neural unit  average income  convert function
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