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http://dx.doi.org/10.7232/iems.2015.14.2.129

Optimal Ordering Policy in Dual-Sourcing Supply Chain Considering Supply Disruptions and Demand Information  

Watanabe, Naoki (Graduate School of Engineering, Osaka Prefecture University)
Kusukawa, Etsuko (Graduate School of Engineering, Osaka Prefecture University)
Publication Information
Industrial Engineering and Management Systems / v.14, no.2, 2015 , pp. 129-158 More about this Journal
Abstract
It is necessary for retailers to determine the optimal ordering policy of products considering supply disruptions due to a natural disaster and a production process failure as quality and machine breakdowns. Under the situation, a dualsourcing supply chain (DSSC) is one of effective SC for retailers to order products reliably. This paper proposes the optimal ordering policy of a product in a DSSC with a retailer and two manufacturers. Two manufacturers may face supply disruptions due to a natural disater and a production process failure after they received the retailer's order of products. Here, two scenarios of demand information of products are assumed: (i) the demand distribution is known (ii) mean and variance of the demand are known. Under above situations, two types of DSSC are discussed. Under a decentralized DSSC (DSC), a retailer determines the optimal ordering policy to maximize his/her total expected profit. Under the integrated DSSC (ISC), the optimal ordering policy is determined to maximize the whole system's total expected profit. Numerical analysis investigates how demand information and supply disruptions affect the optimal decisions under DSC and ISC. Besides, profitability of supply chain coordination adjusting the wholesale price is evaluated to encourage the optimal decision under ISC.
Keywords
Supply Disruptions; Dual-Sourcing; Ordering Policy; Supply Chain Coordination; Game Theory;
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1 Xu, H. (2010), Managing Production and Procurement through Option Contracts in Supply Chains with Random Yield, International Journal of production Economics, 126(2), 306-313.   DOI   ScienceOn
2 Xu, J., Jiang, W., Feng, G., and Tian, J. (2012), Comparing improvement strategies for inventory inaccuracy in a two-echelon supply chain, European Journal of Operational Research, 221(1), 213-221.   DOI   ScienceOn
3 Xu, M. and Lu, Y. (2013), The Effect of Supply Uncertainty in Price-Setting Newsvendor Models, European Journal of Operational Research, 227(3), 423-433.   DOI
4 Yan, N. N. and Sun, B. W. (2012), Optimal Stackelberg strategies for closed-loop supply chain with thirdparty reverse logistics, Asia-Pacific Journal of Operational Research, 29(5), 1250026.   DOI   ScienceOn
5 Yan, X., Zhang, M., and Liu, K. (2010), A Note on Coordination in Decentralized Assembly Systems with Uncertain Component Yields, European Journal of Operational Research, 205(2), 469-478.   DOI
6 Zeiler, D. (2011), Supply Chain Disruptions from Japan Disasters Hit Auto, Electronics Industries, http://moneymorning.com/2011/03/24/supply-chain-disruptions-from-japan-disasters-hit-auto-electronics-industries/.
7 Zimmer, K. (2002), Supply Chain Coordination with Uncertain Just-in-time Delivery, International Journal of Production Economics, 77(1), 1-15.   DOI
8 Alfares, H. K. and Elmorra, H. H. (2005), The Distribution-free Newsboy Problem: Extensions to the Shortage Penalty Case, International Journal of Production Economics, 93/94(8), 465-477.   DOI   ScienceOn
9 Aust, G. and Buscher, U. (2012), Vertical cooperative advertising and pricing decisions in a manufacturerretailer supply chain: a game-theoretic approach, European Journal of Operational Research, 223(2), 473-482.   DOI
10 Berr, F. (2011), Stackelberg equilibria in managerial delegation games, European Journal of Operational Research, 212(2), 251-262.   DOI   ScienceOn
11 Cachon, G. P. and Netessine, S. (2004), Sequential moves: Stackelberg equilibrium concept. In: Simchi-Levi, D., Wu, S. D., and Shen, Z. J. M. (eds.), Handbook of Quantitative Supply Chain Analysis: Modeling in the e-Business Era, Kluwer, Boston, MA, 40-41.
12 Cai, G. G., Zhang, Z. G., and Zhang, M. (2009), Game theoretical perspectives on dual-channel supply chain competition with price discounts and pricing schemes, International Journal of Production Economics, 117(1), 80-96.   DOI   ScienceOn
13 Chopra, S., Reinhardt, G. and Mohan, U. (2007), The Importance of Decoupling Recurrent and Distribution Risks in a Supply Chain, Naval Research Logistics, 54(5), 544-555.   DOI
14 Dillon, R. L. and Mazzola, J. B. (2010), Management of Disruption Risk in Global Supply Chains, IBM Journal of Research and Development, 54(3), 10:1-10:9.
15 Gerchak, Y., Vickson, R. G., and Parlar, M. (1988), Periodic Review Production Models with Variable Yield and Uncertain Demand, IIE Transactions, 20(2), 144-150.   DOI
16 Du, J., Liang, L., Chen, Y., Cook, W. D., and Zhu, J. (2011), A bargaining game model for measuring performance of two-stage network structures, Europeans Journal of Operational Research, 210(2), 390-397.   DOI   ScienceOn
17 Esmaeili, M. and Zeephongseku, P. (2010), Seller-buyer models of supply chain management with an asymmetric information structure, International Journal of Production Economics, 123(1), 146-154.   DOI   ScienceOn
18 Gallego G. and Moon I. (1993), The Distribution-free Newsboy Problem: Review and Extensions, Journal of the Operational Research Society, 44(8), 825-834.   DOI
19 Giri, B. C. (2011), Managing inventory with Two Suppliers under Yield Uncertainty and Risk Aversion, International Journal of Production Economics, 139(1), 106-115.   DOI
20 Guler, M. G. and Bilgic, T. (2009), On Coordinating an Assembly System under Random Yield and Random Demand, European Journal of Operational Research, 196(1), 342-350.   DOI
21 Gupta, D. and Cooper, W. L. (2005), Stochastic Comparisons in Production Yield Management, Operations Research, 53(2), 377-384.   DOI
22 Gurnani, H. and Gerchak, Y. (2007), Coordination in Decentralized Assembly Systems with Uncertain Component yields, European Journal of Operational Research, 176(3), 1559-1576.   DOI
23 He, Y. and Zhang, J. (2008), Random Yield Risk Sharing in a Two-Level Supply Chain, International Journal of Production Economics, 112(2), 769-781.   DOI
24 Jabbarzadeh, A., Naini, S. G. J., and Davoudpour, H. (2012), Designing a Supply Chain Network under the Risk of Disruptions, Mathematical Problems in Engineering, 234324.
25 He, Y. and Zhang, J. (2010), Random Yield Supply Chain with a Yield Dependent Secondary Market, European Journal of Operational Research, 206(1), 221-230.   DOI
26 He, Y. and Zhao, X. (2012), Coordination in Multi-Echelon Supply Chain under Supply and Demand Uncertainty, International Journal of Production Economics, 139(1), 106-115.   DOI
27 Hu, Y., Guan, Y., and Liu, T. (2011), Lead-time hedging and coordination between manufacturing and sales departments using Nash and Stackelberg games, European Journal of Operatinal Research, 210(2), 231-240.   DOI   ScienceOn
28 Keren, B. (2009), The Single-period Inventory Problem: Extension to Random Yield from the Perspective of the Supply Chain, OMEGA-International Journal of Management Science, 37(4), 801-810.   DOI
29 Lee, C., Realff, M., and Ammons, J. (2011), Integration of channel decisions in a decentralized reverse production system with retailer collection under deterministic non-stationary demands, Advanced Engineering Informatics, 25(1), 88-102.   DOI   ScienceOn
30 Leng, M. and Parlar, M. (2009), Lead-time reduction in a two-level supply chain: Non-cooperative equilibria vs. coordination with a profit-sharing contract, International Journal of Production Economics, 118(2), 521-544.   DOI   ScienceOn
31 Li, J., Wang, S., and Cheng, T. C. E. (2010), Competition and Cooperation in a Single-Retailer Two-Supplier Supply Chain with Supply Disruption, International Journal of Production Economics, 124(2), 137-150.   DOI
32 Liu, Z. L., Anderson, T. D., and Cruz, J. M. (2012), Consumer environmental awareness and competition in two-stage supply chain, European Journal of Operational Research, 218(3), 602-613.   DOI   ScienceOn
33 Li, X., Li, Y., and Cai, X. (2012), A Note on the Random Yield from the Perspective of the Supply Chain, OMEGA-International Journal of Management Science, 40(5), 601-610.   DOI
34 Li, X., Li, Y. and Cai, X. (2013), Double Marginalization and Coordination in the Supply Chain with Uncertain Supply, European Journal of Operatinal Research, 226(2), 228-236.   DOI
35 Liang, L., Wang, X., Gao, J. (2012), An Option Contract Pricing Model of Relief Material Supply Chain, OMEGA-International Journal of Management Science, 40(5), 594-600.   DOI
36 Lodree, Jr. E. J. and Taskin, S. (2008), An Insurance Risk Management Framework for Disaster Relief and Supply Chain Disruption Inventory Planning, Journal of the Operational Research Society, 59(5), 674-684.   DOI   ScienceOn
37 MacKenzie, C. A., Santos, J., and Barker, K. (2012), Measuring Changes in International Production from a Disruption: Case Study of the Japanese Earthquake and Tsunami International Journal of Production Economics, 138(2), 293-302.   DOI
38 Mahesh, N. and Greys S. (2008), Game-theoretic analysis of cooperation among supply chain agents: Review and extensions, European Journal of Operational Research, 187(3), 719-745.   DOI   ScienceOn
39 Moon, I. and Choi, S. (1995), The distribution free newsboy problem with balking, Journal of the Operational Research Society, 46(4), 537-542.   DOI
40 Moon, I. and Gallego, G. (1994), Distribution free procedures for some inventory models, Journal of the Operational Research Society, 45(6), 651-658.   DOI
41 Parlar, M. and Perry, D. (1996), Inventory Models of Future Supply Uncertainty with Single and Multiple Suppliers, Naval Research Logistics, 43(2), 191-210.   DOI
42 Mukhopadhyay, S. K., Yue, X., and Zhu, X. (2011), A Stackelberg model of pricing of complementary goods under information asymmetry, International Journal of Production Economics, 134(2), 424-433.   DOI   ScienceOn
43 Ozbay, K. and Ozguven, E. E. (2007), Stochastic Humanitarian Inventory Control Model for Disaster Planning, Transportation Research Record, 2022, 63-75.
44 Pac, M. F., Alp, O., and Tan, T. (2009), Integrated Workforce Capacity and Inventory Management under Labour Supply Uncertainty, International Journal of Production Research, 47(15), 4281-4304.   DOI
45 Serel, D. A. (2008), Inventory and Pricing Decisions in a Single-Period Problem Involving Risky Supply, International Journal of Production Economics, 116(1), 115-128.   DOI
46 Tang, O., Matsukawa, H., and Nakashima, K. (2012a), Supply Chain Risk Management, International Journal of Production Economics, 139(1), 1-2.   DOI
47 Tang, O., Musa, S. N., and Li, J. (2012b), Dynamic Pricing in the Newsvendor Problem with Yield Risks, International Journal of Production Economics, 139(1), 127-134.   DOI
48 Whipp, L. (2011), Quake disaster hits Japan manufacturing, http://www.ft.com/intl/cms/s/0/73f7aad6-5b3f-11e0-b2a1-0144feab49a.html#axzz2uyWu3tCA.
49 Xanthopoulos, A., Vlachos, D., and Iakovou. E. (2012), Optimal Newsvendor Policies for Dual-Sourcing Supply Chains: A Disruption Risk Management Framework, Computers and Operations Research, 39(2), 350-357.   DOI