A generalized measure of bullwhip effect in supply chain with ARMA demand process under various replenishment policies

International Journal of Advanced Manufacturing Technology

Volumn 68, Issue 5-8, 2013, Pages 963-979

  Bandyopadhyay, Susmita ^a   Bhattacharya, Ranjan ^a  

^a JADAVPUR UNIVERSITY   (India)

Author keywords

ARMA demand process; Bullwhip effect (BWE); Replenishment policy; Supply chain management

Indexed keywords

REGRESSION ANALYSIS; SUPPLY CHAIN MANAGEMENT;

ARMA (P , Q); AUTOREGRESSION; AUTOREGRESSIVE MOVING AVERAGE; BULLWHIP EFFECTS; EXPONENTIAL SMOOTHING; MOVING AVERAGES; PERFORMANCE MEASURE; REPLENISHMENT POLICY;

AUTOREGRESSIVE MOVING AVERAGE MODEL;

EID: 84888351162     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-013-4888-y     Document Type: Article

References (39)

1. Xiaolong Z (2004) The impact of forecasting methods on the bullwhip effect. Int J Prod Econ 88(1):15-27
2. Lee HL, Padmanabhan V, Whang S (1997) The bullwhip effect in supply chains. Sloan Manag Rev 38:93-102
3. Lee HL, Padmanabhan V, Whan S (2004) Information distortion in a supply chain: the bullwhip effect. Manag Sci 50(12):1875-1886
4. Chen F, Drezner Z, Ryan JK, Simchi-Levi D (2000) Quantifying the bullwhip effect in a simple supply chain: the impact of forecasting, lead times, and information. Manag Sci 46(3):436-443
5. Chen F, Drezner Z, Ryan JK, Simchi-Levi D (2000) The impact of exponential smoothing forecasts on the bullwhip effect. Nav Res Logist 47(4):269-286
6. Hosoda T, Disney SM (2004) An analysis of a three echelon supply chain model with minimum mean squared error forecasting. Second World Production and Operations Management Conference, Cancun, Mexico, April 30-May 3, 2004. pp. 1-24
7. Gerard G, Disney SM (2006) State space investigation of the bullwhip problem with ARMA(1,1) demand processes. Int J Prod Econ 104(2):327-339
8. Ben-Daya M, Abdul R (1994) Inventory models involving lead time as a decision variable. J Oper Res Soc 45(5):579-582
9. Heydari J, Baradaran Kazemzadeh R, Kamal Chaharsooghi S (2009) A study of lead time variation impact on supply chain performance. Int J Adv Manuf Technol 40(11-12):1206-1215
10. Ryu SW, Lee KK (2003) A stochastic inventory model of dual sourced supply chain with lead-time reduction. Int J Prod Econ 81-82:513-524
11. Huang L, Liu Y (2008) Supply chain dynamics under the sustainable development. 4th International Conference on Wireless Communications, Networking and Mobile Computing, 2008 (WiCOM 2008), Dalian, 12-14 October 2008, pp. 1-6
12. Ranjan B, Susmita B (2011) A review of the causes of bullwhip effect in a supply chain. Int J Adv Manuf Technol 54(9-12):1245-1261
13. Hien DTT, Trung LH, Yeong-Dae K (2007) A measure of the bullwhip effect in supply chains with stochastic lead time. Int J Adv Manuf Technol 38(11-12):1201-1212
14. Trung LH (2007) Measure of bullwhip effect in supply chains with autoregressive demand process. Eur J Oper Res 180(3):1086-1097
15. Issam D, Habib C (2007) Nonlinear goal programming models quantifying the bullwhip effect in supply chain based on ARIMA parameters. Eur J Oper Res 177(3):1800-1810
16. Hien DTT, Trung LH, Yeong-Dae K (2008) A measure of the bullwhip effect in supply chains with a mixed autoregressive-moving average demand process. Eur J Oper Res 187(1):243-256
17. Kim JG, Dean C, Harrison TP, Hayya JC (2006) Quantifying the bullwhip effect in a supply chain with stochastic lead time. Eur J Oper Res 173(2):617-636
18. Trung LH, Huu PN (2007) Measure of bullwhip effect in supply chains: the case of high order autoregressive demand process. Eur J Oper Res 183(1):197-209
19. Fioriolli JC, Fogliatto FS (2008) A model to quantify the Bullwhip effect in Systems with Stochastic Demand and Lead Time; 2008 IEEE International Conference on Industrial Engineering and Engineering Management, Singapore, 8-11 December 2008. pp. 1098-1102
20. Wang PP, Kara S, Kayis B (2007) A simulation model of bullwhip effect in a multi-stage supply chain. 2007 IEEE International Conference on Industrial Engineering and Engineering Management, Singapore, 2-4 December 2007, pp. 1853-1857
21. Eric S (2009) The bullwhip effect in supply chains - an overestimated problem? Int J Prod Econ 118(1):311-322
22. Siajadi H, Ibrahim RN, Lochert PB, Chan WM (2005) Joint replenishment policy in inventory production systems. Prod Plan Control 16(3):255-262
23. Xiuli C, Hong C, Shaohui Z (2008) Joint replenishment and pricing decisions in inventory systems with stochastically dependent supply capacity. Eur J Oper Res 191(1):140-153
24. Hay LL, Peng CE (2005) A dynamic joint replenishment policy with auto-correlated demand. Eur J Oper Res 165(3):729-747
25. Mustafa TM, Alper Ş, Osman A (2010) A joint replenishment policy with individual control and constant size orders. Int J Prod Res 48(14):4253-4271
26. Christina N, Christian L (2005) An analytical study of the Q(s, S) policy applied to the joint replenishment problem. Eur J Oper Res 163(3):721-732
27. Philip M (2002) Calculating can-order policies for the joint replenishment problem by the compensation approach. Eur J Oper Res 141(3):587-595
28. Lee HT, Liu ZM (2010) Statistical inventory management in two-echelon, multiple-retailer supply chain systems. J Int Manag Stud 5(1):172-177
29. Goyal SK, Hariga MA, Alyan A (1996) The trended inventory lot sizing problem with shortages under a new replenishment policy. J Oper Res Soc 47(10):1286-1295
30. Roberto R, Armagan TS, Brahim H, Steven P (2011) A state space augmentation algorithm for the replenishment cycle inventory policy. Int J Prod Econ 133(1):377-384
31. Feng Y, Sun J (2001) Computing the optimal replenishment policy for inventory systems with random discount opportunities. Oper Res 49(5):790-795
32. Henery RJ (1979) Inventory replenishment policy for increasing demand. J Oper Res Soc 30(7):611-617
33. Roberto R, Armagan TS, Brahim H, Steven P (2010) Computing the non-stationary replenishment cycle inventory policy under stochastic supplier lead-times. Int J Prod Econ 127(1):180-189
34. Yang W, Feng Y (2009) The optimal replenishment policies under vmi system with multi-retailer and multi-period random demand. 2009 International Conference on Information Management, Innovation Management and Industrial Engineering, 26-27 December 2009, Xian, China, pp. 258-261
35. KiesmÜller GP (2009) A multi-item periodic replenishment policy with full truckloads. Int J Prod Econ 118:275-281
36. Ramirez Cerda CB, Espinosa de los Monteros AJF (1997) Evaluation of a (R,s,Q,c) multi-item inventory replenishment policy through simulation. Proceedings of the 1997 Winter Simulation Conference
37. Marko J, Borut R (2008) The effect of replenishment policies on the bullwhip effect: a transfer function approach. Eur J Oper Res 184(3):946-961
38. Wang C (2008) Quantitative analysis on the bullwhip effect in a supply chain using double moving average and double exponential smoothing forecasts. International Symposiums on Information Processing, 23-25 May, Moscow, pp. 114-118
39. Brockwell PJ, Davis RA (2002) Introduction to time series and forecasting, 2nd edn. Springer, New York