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http://dx.doi.org/10.7232/JKIIE.2016.42.1.038

A Solution for Sourcing Decisions under Supply Capacity Risk  

Jang, Won-Jun (Department of Industrial and Management Systems Engineering, Kyung Hee University)
Park, Yang-Byung (Department of Industrial and Management Systems Engineering, Kyung Hee University)
Publication Information
Journal of Korean Institute of Industrial Engineers / v.42, no.1, 2016 , pp. 38-49 More about this Journal
Abstract
This paper proposes a mathematical model-based solution for sourcing decisions with an objective of minimizing the manufacturer's total cost in the two-echelon supply chain with supply capacity risk. The risk impact is represented by uniform, beta, and triangular distributions. For the mathematical model, the probability vector of normal, risk, and recovery statuses are developed by using the status transition probability matrix and the equations for estimating the supply capacity under risk and recovery statuses are derived for each of the three probability distributions. Those formulas derived are validated using the sampling method. The results of the simulation study on the test problem show that the sourcing decisions using the proposed solution reduce the total cost by 1.6~3.7%, compared with the ones without a consideration of supply capacity risk. The total cost reduction increases approximately in a linear fashion as the probability of risk occurrence or reduction rate of supply capacity due to risk events is increased.
Keywords
Sourcing Problems; Supply Capacity Risk; Supply Chain Risk Management; Logistics;
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Times Cited By KSCI : 3  (Citation Analysis)
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1 Sun, J., Matsui, M., and Yin, Y. (2012), Supplier Risk Management : An Economic Model of P-chart Considered Due-date and Quality Risks, International Journal of Production Economics, 139, 58-64.   DOI
2 Takata, S. and Yamanaka, M. (2013), BOM Based Supply Chain Risk Management, CIRP Annals-Manufacturing Technology, 62, 479-482.   DOI
3 Tang, O. and Nurmaya, M. S. (2011), Identifying Risk Issues and Research Advancements in Supply Chain Risk Management, International Journal of Production Economics, 133(1), 25-34.   DOI
4 Thun, J. H., Druke, M., and Hoenig, D. (2011), Managing Uncertainty-An Empirical Analysis of Supply Chain Risk Management in Small and Medium-sized Enterprises, International Journal of Production Research, 49(18), 5511-5525.   DOI
5 Thun, J. H. and Hoenig, D. (2011), An Empirical Analysis of Supply Chain Risk Management in the German Automotive Industry, International Journal of Production Economics, 131, 242-249.   DOI
6 Tummala, R. and Schoenherr, T. (2011), Assessing and Managing Risks Using the Supply Chain Risk Management Process (SCRMP), International Journal of Supply Chain Management, 16(6), 474-483.   DOI
7 Vanany, I., Zailani, S., and Pujawan, N. (2009), Supply Chain Risk Management : Literature Review and Future Research, International Journal of Information Systems and Supply Chain Management, 2(1), 16-33.   DOI
8 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
9 Xia, D. and Chen, B. (2011), A Comprehensive Decision-making Model for Risk Management of Supply Chain, Expert Systems with Applications, 38, 4957-4966.   DOI
10 Yeo, W. M. and Yuan, X. (2011), Optimal Inventory Policy with Supply Uncertainty and Demand Cancellation, European Journal of Operational Research, 211, 26-34.   DOI
11 You, F., Wassick, J. M., and Grossmann, I. E. (2009), Risk Management for a Global Supply Chain Planning Under Uncertainty : Models and Algorithms, American Institute of Chemical Engineers, 55(4), 931-946.   DOI
12 Yu, H., Zeng, A. Z., and Zhao L. (2009), Single or Dual Sourcing : Decision-making in the Presence of Supply Chain Disruption Risk, Omega, 37, 788-800.   DOI
13 Feng, Q. (2010), Integrating Dynamic Pricing and Replenishment Decisions Under Supply Capacity Uncertainty, Management Science, 56 (12), 2154-2172.   DOI
14 Burke, G. J., Carrillo, J. E., and Vakharia, A. J. (2009), Sourcing Decisions with Stochastic Supplier Reliability and Stochastic Demand, Production and Operations Management, 18(4), 475-484.   DOI
15 Cavusgil, S. T. and Deligonul, S. (2012), Exogenous Risk Analysis in Global Supplier Networks : Conceptualization and Field Research Findings, Information Knowledge Systems Management, 11, 131-149.
16 Cucchiella, F. and Gastaldi, M. (2006), Risk Management in Supply Chain : a Real Option Approach, Journal of Manufacturing Technology Management, 17(6), 700-720.   DOI
17 Dekker, H. C., Sakaguchi, J., and Kawai, T. (2013), Beyond the Contract : Managing Risk in Supply Chain Relations, Management Accounting Research, 24, 122-139.   DOI
18 Federgruen, A. and Yang, N. (2012), Supply Chain Management Under Simultaneous Supply and Demand Risks, Gurnani, H., Mehrotra, A., and Ray, S., eds., Supply Chain Disruptions : Theory, and Practice of Managing Risk, Editors, Springer, New York, USA.
19 Foerstl, K., Reuter, C., Hartmann, E., and Blome, C. (2010), Managing Supplier Sustainability Risks in a Dynamically Changing Environment-Sustainable Supplier Management in the Chemical Industry, Journal of Purchasing and Supply Management, 16, 118-130.   DOI
20 Gaudenzi, B. and Borghesi, A. (2006), Managing Risks in the Supply Chain Using the AHP Method, The International Journal of Logistics Management, 17(1), 114-136.   DOI
21 Giannakis, M. and Louis, M. (2011), A Multi-agent Based Framework for Supply Chain Risk Management, Journal of Purchasing and Supply Management, 17, 23-31.   DOI
22 Gurnani, H., Mehrotra, A., and Ray, S. (2012), Supply Chain Disruptions : Theory and Practice of Managing Risk, Springer, New York, USA.
23 Kanyoma, K. E., Khomba, J. K., Sankhulani, E. J., and Hanif, R. (2013), Sourcing Strategy and Supply Chain Risk Management in the Healthcare Sector : A Case Study of Malawi's Public Healthcare Delivery Supply Chain, Journal of Management and Strategy, 4(3), 16-26.
24 Hu, X. and Motwani, J. G. (2014), Minimizing Downside Risks for Global Sourcing Under Price-sensitive Stochastic Demand, Exchange Rate Uncertainties, and Supplier Capacity Constraints, International Journal of Production Economics, 147, Part B, 398-409.   DOI
25 Jung, K., Lim, Y., and Oh, J. (2011), A Model for Measuring Supplier Risk : Do Operational Capability Indicators Enhance the Prediction Accuracy of Supplier Risk?, British Journal of Management, 22, 609-627.   DOI
26 Juttner, U., Peck, H. and Christopher, M. (2013), Supply Chain Risk Management : Outlining an Agenda for Future Research, International Journal of Logistics Research and Applications, 6(4), 197-210.
27 Kasemset, C., Wannagoat, J., Wattanutchariya, W., and Tippayawong, K. Y. (2014), A Risk Management Framework for New Product Development : A Case Study, Industrial Engineering and Management Systems, 13(2), 203-209.   DOI
28 Klibi, W. and Martel, A. (2012), Scenario-based Supply Chain Network Risk Modeling, European Journal of Operational Research, 223, 644-658.   DOI
29 Lavastre, O., Gunasekaran, A., and Spalanzani, A. (2012), Supply Chain Risk Management in French Companies, Decision Support Systems, 52, 828-838.   DOI
30 Lockamy III, A. and McCormack, K. (2012), Modeling Supplier Risks Using Bayesian Networks, Industrial Management and Data Systems, 112(2), 313-333.   DOI
31 Manuj, I. and Mentzer, J. T. (2008), Global Supply Chain Risk Management, Journal of Business Logistics, 29(1), 133-155.   DOI
32 Oke, A. and Gopalakrishnan, M. (2009), Managing Disruptions in Supply Chains : A Case Study of a Retail Supply Chain, The International Journal of Production Economics, 118, 168-174.   DOI
33 Meena, P. L. and Sarmah, S. P. (2013), Multiple Sourcing Under Supplier Failure Risk and Quantity Discount : A Genetic Algorithm Approach, Transportation Research Part E : Logistics and Transportation Review, 50, 84-97.   DOI
34 Oehmen, J., Ziegenbein, A., Alard, R., and Schonsleben, P. (2009), System-oriented Supply Chain Risk Management, Production Planning and Control, 20(4), 343-361.   DOI
35 Ohmori, S. and Yoshimoto, K. (2013), A Framework of Managing Supply Chain Disruption Risk Using Network Reliability, Industrial Engineering and Management Systems, 12(2), 103-111.   DOI
36 Park, K. and Lee, K. (2015), Optimality of the Sole Sourcing under Random Yield, The Journal of the Korean Institute of Industrial Engineers, 41(3), 324-329.   DOI
37 Sawik, T. (2014), Joint Supplier Selection and Scheduling of Customer Orders under Disruption Risks : Single and dual Sourcing, Omega, 43, 83-95.   DOI
38 Schmitt, A. J. and Singh, M. (2012), A Quantitative Analysis of Disruption Risk in a Multi-echelon Supply Chain, International Journal of Production Economics, 139, 22-32.   DOI
39 Sofyalioglu, C. and Kartal, B. (2012), The Selection of Global Supply Chain Risk Management Strategies by Using Fuzzy Analytical Hierarchy Process : A Case from Turkey, Procedia-Social and Behavioral Sciences, 58, 1448-1457.   DOI
40 Srinivasan, M., Mukherjee, D., and Gaur, A. S. (2011), Buyer-supplier Partnership Quality and Supply Chain Performance : Moderating Role of Risks, and Environmental Uncertainty, European Management Journal, 29, 260-271.   DOI