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Foreign Trade Export Forecast Based on Fuzzy Neural Network

机译:基于模糊神经网络的外贸出口预测

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This article first analyzes the significance and methods of foreign trade export forecasting and determines the index system of foreign trade export forecasting by analyzing the results of foreign trade export forecasting research at home and abroad. Subsequently, the related concepts and principles of artificial neural network and fuzzy theory are explained, the types and training algorithms of the fuzzy neural network are introduced, and the neural network and fuzzy theory are combined to establish the prediction model. Finally, according to the characteristics of foreign trade exports, this article comprehensively considers the influence of various factors, applies the fuzzy neural network model to the foreign trade export forecast, introduces the whole process of the establishment of the fuzzy neural network forecasting model in detail, and predicts the change interval of foreign trade exports.
机译:本文首先分析了外贸出口预测的意义和方法,并通过分析国内外外贸出口预测研究的成果来确定外贸出口预测的指标体系。 随后,解释了人工神经网络和模糊理论的相关概念和原理,介绍了模糊神经网络的类型和训练算法,并且组合了神经网络和模糊理论来建立预测模型。 最后,根据外贸出口的特点,本文全面考虑了各种因素的影响,将模糊神经网络模型应用于外贸出口预测,介绍了整个过程建立了模糊神经网络预测模型的详细信息 ,并预测了外贸出口的变化间隔。

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