Providing a measure for bullwhip effect in a two-product supply chain with exponential smoothing forecasts
Ahmad Sadeghi
International Journal of Production Economics, 2015, vol. 169, issue C, 44-54
Abstract:
In this paper, a two-product and two-echelon supply chain is considered in order to quantify the bullwhip effect. Demands of the products are correlated and are represented by a first order vector autoregressive model. Retailer uses “order up to” ordering policy for replenishment of stocks and utilizes exponential smoothing forecast method to predict demand in lead-time period. According to the mentioned assumptions, an equation is derived for bullwhip effect measurement and then a numerical example is presented for a better perception of the bullwhip effect behavior when the parameters change. A comparison of the bullwhip effect measure has been done when two main forecasting methods i.e. exponential smoothing and moving average are used and empirical results are provided. At last, a cost analysis is conducted based on shortage and holding cost under different bullwhip effect measures.
Keywords: Supply chain; Exponential smoothing forecast; OUT policy; VAR (1) demand process (search for similar items in EconPapers)
Date: 2015
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Citations: View citations in EconPapers (2)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:proeco:v:169:y:2015:i:c:p:44-54
DOI: 10.1016/j.ijpe.2015.07.012
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