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Application of Fractal Theory in Supply chain requirements Forecast

机译:分形理论在供应链需求预测中的应用

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Accurate forecast of demand is an important prerequisite to raise supply chain performance. In this paper, the author proposes a forecasting model of supply chain demand basing on the fractal theory. In this model, the historical temporal series is transformed into cumulative sum series to fit the total fractal distribution and the method of Equallength and Changeable-dimension using Compensating Figure is introduced in to improve the accuracy of long-term forecasts. Analysis the real data of a certain supply chain and the numerical study proves the validity of the prediction model.
机译:准确预测需求是提高供应链绩效的重要前提。在本文中,作者基于分形理论提出了供应链需求的预测模型。在该模型中,将历史时间序列转换为累积总序列,以拟合总分形分布,并引入了等长和可变维数的补偿图方法,以提高长期预报的准确性。通过分析某供应链的真实数据,并通过数值研究证明了该预测模型的有效性。

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