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ASME Press Select Proceedings
International Conference on Advanced Computer Theory and Engineering, 5th (ICACTE 2012)
Editor
ISBN:
9780791860045
No. of Pages:
938
Publisher:
ASME Press
Publication date:
2012
eBook Chapter
23 Application of Fractal Theory in Supply Chain Requirements Forecast
By
Page Count:
8
-
Published:2012
Citation
He, X. "Application of Fractal Theory in Supply Chain Requirements Forecast." International Conference on Advanced Computer Theory and Engineering, 5th (ICACTE 2012). Ed. Yi, X. ASME Press, 2012.
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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 Equal-length 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.
1. Introduction
2. Prediction Method Based on Fractal Theory
3. Forecast Instance
4. Conclusions
Acknowledgment
References
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