A Robust Optimization Model for Supply Chain in Agile and Flexible Mode Based on Variables of Uncertainty

Sasan Torabzadeh Khorasani1
1Department of Industrial Engineering, Texas Tech University, Lubbock, USA

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Achrol, R. S. (1991). Evolution of the marketing organization: New forms for turbulent environments evolution. The Journal of Marketing, 55(4), 77–93. https://doi.org/10.2307/1251958 .

Agarwal, A., Shankar, R., & Tiwari, M. K. (2006). Modeling the metrics of lean, agile and leagile supply chain: An ANP-based approach. European Journal of Operational Research, 173(1), 211–225. https://doi.org/10.1016/j.ejor.2004.12.005 .

Azevedo, S. G., Govindan, K., Carvalho, H., & Cruz-Machado, V. (2012). An integrated model to assess the leanness and agility of the automotive industry. Resources, Conservation and Recycling, 66, 85–94. https://doi.org/10.1016/j.resconrec.2011.12.013 .

Bai, C., & Sarkis, J. (2013). Flexibility in reverse logistics: A framework and evaluation approach. Journal of Cleaner Production, 47, 306–318. https://doi.org/10.1016/j.jclepro.2013.01.005 .

Battistella, C., De Toni, A. F., De Zan, G., & Pessot, E. (2017). Cultivating business model agility through focused capabilities: A multiple case study. Journal of Business Research, 73, 65–82. https://doi.org/10.1016/j.jbusres.2016.12.007 .

Ben Naylor, J., Naim, M. M., & Berry, D. (1999). Leagility: Integrating the lean and agile manufacturing paradigms in the total supply chain. International Journal of Production Economics, 62(1), 107–118. https://doi.org/10.1016/S0925-5273(98)00223-0 .

Braunscheidel, M. J., & Suresh, N. C. (2009). The organizational antecedents of a firm’s supply chain agility for risk mitigation and response. Journal of Operations Management, 27(2), 119–140. https://doi.org/10.1016/j.jom.2008.09.006 .

Chan, A. T. L., Ngai, E. W. T., & Moon, K. K. L. (2017). The effects of strategic and manufacturing flexibilities and supply chain agility on firm performance in the fashion industry. European Journal of Operational Research, 259(2), 486–499. https://doi.org/10.1016/j.ejor.2016.11.006 .

Christopher, M. (2000). The agile supply chain: Competing in volatile markets. Intdustrial Marketing Management, 29, 37–44. https://doi.org/10.1016/S0019-8501(99)00110-8 .

Christopher, M., & Towill, D. (2001). An integrated model for the design of agile supply chains. International Journal of Physical Distribution & Logistics Management, 31(4), 235–246. https://doi.org/10.1108/09600030110394914 .

Collis, D. J. (1991). A resource-based analysis of global competition: The case of the bearings industry. Strategic Management Journal, 12(1 S), 49–68. https://doi.org/10.1002/smj.4250120906 .

Cooper, R. G. (1979). The dimensions of industrial new product success and failure. Journal of Marketing, 43(3), 93–103. https://doi.org/10.2307/1250151 .

Dubey, R., Gunasekaran, A., & Childe, S. J. (2015). The design of a responsive sustainable supply chain network under uncertainty. International Journal of Advanced Manufacturing Technology, 80, 427. https://doi.org/10.1007/s00170-015-6967-8 .

Finch, P. (2004). Supply chain risk management. Supply Chain Management: An International Journal, 9(2), 183–196. https://doi.org/10.1108/13598540410527079 .

Galal, N. M., & Moneim, A. F. A. (2016). Developing sustainable supply chains in developing Countries. Procedia CIRP, 48, 419–424. https://doi.org/10.1016/j.procir.2016.03.156 .

Gligor, D. M., Esmark, C. L., & Holcomb, M. C. (2015). Performance outcomes of supply chain agility: When should you be agile? Journal of Operations Management, 33–34, 71–82. https://doi.org/10.1016/j.jom.2014.10.008 .

Gong, Z. (2008). An economic evaluation model of supply chain flexibility. European Journal of Operational Research, 184(2), 745–758. https://doi.org/10.1016/j.ejor.2006.11.013 .

González, F. J. M., & Palacios, T. M. B. (2002). The effect of new product development techniques on new product success in Spanish firms. Industrial Marketing Management, 31(3), 261–271. https://doi.org/10.1016/S0019-8501(00)00150-4 .

Gosling, J., Purvis, L., & Naim, M. M. (2010). Supply chain flexibility as a determinant of supplier selection. International Journal of Production Economics, 128, 11–21. https://doi.org/10.1016/j.ijpe.2009.08.029 .

Gunasekaran, A., Dubey, R., & Singh, S. P. (2016). Flexible sustainable supply chain network design: Current trends, opportunities and future. Global Journal Flexible Systems Management, 17, 109. https://doi.org/10.1007/s40171-016-0131-7 .

Han, S., Jiang, Y., Zhao, L., et al. (2017a). Weight reduction technology and supply chain network design under carbon emission restriction. Annals of Operations Research. https://doi.org/10.1007/s10479-017-2696-8 .

Han, J. H., Wang, Y., & Naim, M. (2017b). Reconceptualization of information technology flexibility for supply chain management: An empirical study. International Journal of Production Economics, 187, 196–215. https://doi.org/10.1016/j.ijpe.2017.02.018 .

Hasani, A., & Khosrojerdi, A. (2016). Robust global supply chain network design under disruption and uncertainty considering resilience strategies: A parallel memetic algorithm for a real-life case study. Transportation Research Part E: Logistics and Transportation Review, 87, 20–52. https://doi.org/10.1016/j.tre.2015.12.009 .

Hites, R., De Smet, Y., Risse, N., Salazar-Neumann, M., & Vincke, P. (2006). About the applicability of MCDA to some robustness problems. European Journal of Operational Research, 174(1), 322–332. https://doi.org/10.1016/j.ejor.2005.01.031 .

Hormozi, A. M. (2001). Agile manufacturing: The next logical step. Benchmarking: An International Journal, 8(2), 132–143. https://doi.org/10.1108/14635770110389843 .

Huang, S. M., Ou, C. S., Chen, C. M., & Lin, B. (2006). An empirical study of relationship between IT investment and firm performance: A resource-based perspective. European Journal of Operational Research, 173(3), 984–999. https://doi.org/10.1016/j.ejor.2005.06.013 .

Johnson, J. L., Lee, R. P.-W., Saini, A., & Grohmann, B. (2003). Market-Focused Strategic Flexibility: Conceptual Advances and an Integrative Model. Journal of the Academy of Marketing Science, 31(1), 74–89. https://doi.org/10.1177/0092070302238603 .

Kaur, H., Singh, S. P., & Glardon, R. (2016). An integer linear program for integrated supplier selection: A sustainable flexible framework. Glob J Flex Syst Manag, 17, 113. https://doi.org/10.1007/s40171-015-0105-1 .

Khorasani, S. T. (2014). Design-driven integrated-comprehensive model CDFS strategic relationships. Proceedings of the ASME Design Engineering Technical Conference. https://doi.org/10.1115/detc2014-34194 .

Khorasani, S. T., Maghazei, O., & Cross, J. A. (2015). A structured review of lean supply chain management in health care. In International Annual Conference of the American Society for Engineering Management 2015, ASEM 2015.

Kidd, P. T. (1995). Agile manufacturing: A strategy for the 21st Century. IEE Colloquium on Agile Manufacturing, 44, 1–6. https://doi.org/10.1049/ic:19951097 .

Kim, M., & Chai, S. (2017). The impact of supplier innovativeness, information sharing and strategic sourcing on improving supply chain agility: Global supply chain perspective. International Journal of Production Economics, 187, 42–52. https://doi.org/10.1016/j.ijpe.2017.02.007 .

Kleijnen, J. P. C. (2001). Ethical issues in modeling: Some reflections. European Journal of Operational Research, 130(1), 223–230. https://doi.org/10.1016/S0377-2217(00)00024-2 .

Kocoglu, I., Imamoglu, S. Z., Ince, H., & Keskin, H. (2012). Learning, R&D and manufacturing capabilities as determinants of technological learning: Enhancing innovation and firm performance. Procedia - Social and Behavioral Sciences, 58, 842–852. https://doi.org/10.1016/j.sbspro.2012.09.1062 .

Koufteros, X. A., Vonderembse, M. A., & Doll, W. J. (2002). Integrated product development practices and competitive capabilities: The effects of uncertainty, equivocality, and platform strategy. Journal of Operations Management, 20(4), 331–355. https://doi.org/10.1016/S0272-6963(02)00018-9 .

Li, L., & Zabinsky, Z. B. (2011). Incorporating uncertainty into a supplier selection problem. International Journal of Production Economics, 134(2), 344–356. https://doi.org/10.1016/j.ijpe.2009.11.007 .

Ling-yee, L., & Ogunmokun, G. O. (2008). An empirical study of manufacturing flexibility of exporting firms in China: How do strategic and organizational contexts matter? Industrial Marketing Management, 37(6), 738–751. https://doi.org/10.1016/j.indmarman.2007.05.007 .

Liu, Y., Li, Y., & Wei, Z. (2009). How organizational flexibility affects new product development in an uncertain environment: Evidence from China. International Journal of Production Economics, 120(1), 18–29. https://doi.org/10.1016/j.ijpe.2008.07.026 .

Lummus, R. R., Duclos, L. K., & Vokurka, R. J. (2003). Supply chain flexibility: Building a new model. Global Journal of Flexible Systems Management, 4(4), 1–13. https://doi.org/10.1002/jobm.201190012 .

Mangla, S. K., Kumar, P., & Barua, M. K. (2014). Flexible decision approach for analysing performance of sustainable supply chains under risks/uncertainty. Glob J Flex Syst Manag, 15, 113. https://doi.org/10.1007/s40171-014-0059-8 .

Merschmann, U., & Thonemann, U. W. (2011). Supply chain flexibility, uncertainty and firm performance: An empirical analysis of German manufacturing firms. International Journal of Production Economics, 130(1), 43–53. https://doi.org/10.1016/j.ijpe.2010.10.013 .

Moon, K. K. L., Yi, C. Y., & Ngai, E. W. T. (2012). An instrument for measuring supply chain flexibility for the textile and clothing companies. European Journal of Operational Research, 222(2), 191–203. https://doi.org/10.1016/j.ejor.2012.04.027 .

Ngai, E. W. T., Chau, D. C. K., & Chan, T. L. A. (2011). Information technology, operational, and management competencies for supply chain agility: Findings from case studies. Journal of Strategic Information Systems, 20((3, SI)), 232–249. https://doi.org/10.1016/j.jsis.2010.11.002 .

Peck, H. (2005). Drivers of supply chain vulnerability: An integrated framework. International Journal of Physical Distribution & Logistics Management, 35(4), 210–232. https://doi.org/10.1108/09600030510599904 .

Prater, E., Biehl, M., & Smith, M. A. (2001). International supply chain agility—Tradeoffs between flexibility and uncertainty. International Journal of Operations & Production Management, 21(5/6), 823–839. https://doi.org/10.1108/01443570110390507 .

Puschmann, T., & Alt, R. (2005). (1) Successful use of e-procurement in supply chains. Supply Chain Management: An International Journal, 10(2), 122–133. https://doi.org/10.1108/13598540510589197 .

Sanchez, R. (1995). Strategic flexibility in product competition. Strategic Management Journal, 16(1), 135–159. https://doi.org/10.1002/smj.4250160921 .

Seifbarghy, M., & Esfandiari, N. (2013). Modeling and solving a multi-objective supplier quota allocation problem considering transaction costs. Journal of Intelligent Manufacturing, 24(1), 201–209. https://doi.org/10.1007/s10845-011-0555-z .

Sturgeon, T. J. (2002). Modular production networks: A new American model of industrial organization. Industrial and Corporate Change, 11(3), 451–496. https://doi.org/10.1093/icc/11.3.451 .

Subramani, M. (2004). How do suppliers benefit from information technology use in supply chain relationships? MIS Quarterly, 28, 45–73.

Swafford, P. M., Ghosh, S., & Murthy, N. N. (2006). A framework for assessing value chain agility. International Journal of Operations & Production Management, 26(2), 118–140. https://doi.org/10.1108/01443570610641639 .

Swafford, P. M., Ghosh, S., & Murthy, N. (2008). Achieving supply chain agility through IT integration and flexibility. International Journal of Production Economics, 116(2), 288–297. https://doi.org/10.1016/j.ijpe.2008.09.002 .

Thomé, A. M. T., Scavarda, L. F., Scavarda, A., & de Souza Thomé, F. E. S. (2016). Similarities and contrasts of complexity, uncertainty, risks, and resilience in supply chains and temporary multi-organization projects. International Journal of Project Management, 34(7), 1328–1346. https://doi.org/10.1016/j.ijproman.2015.10.012 .

Vereecke, A., & Muylle, S. (2006). Performance improvement through supply chain collaboration in Europe. International Journal of Operations & Production Management, 26(11), 1176–1198. https://doi.org/10.1108/01443570610705818 .

Vinodh, S., Devadasan, S. R., Vimal, K. E. K., & Kumar, D. (2013). Design of agile supply chain assessment model and its case study in an Indian automotive components manufacturing organization. Journal of Manufacturing Systems, 32(4), 620–631. https://doi.org/10.1016/j.jmsy.2013.04.001 .

Vokurka, R. J., & Fliedner, G. (1998). The journey toward agility. Industrial Management & Data Systems, 98(4), 165–171. https://doi.org/10.1108/02635579810219336 .

Vokurka, R. J., & O’Leary-Kelly, S. W. (2000). A review of empirical research on manufacturing flexibility. Journal of Operations Management, 18(4), 485–501. https://doi.org/10.1016/S0272-6963(00)00031-0 .

Wang, M., Jie, F., & Abareshi, A. (2014). The Measurement model of supply chain uncertainty and risk in the Australian courier industry. [GS], Operations and Supply Chain Management, 7(3), 89–96.

Ware, N. R., Singh, S. P., & Banwet, D. K. (2014). Modeling flexible supplier selection framework. Glob J Flex Syst Manag, 15, 261. https://doi.org/10.1007/s40171-014-0070-0 .

Wu, K. J., Tseng, M. L., Chiu, A. S. F., & Lim, M. K. (2017). Achieving competitive advantage through supply chain agility under uncertainty: A novel multi-criteria decision-making structure. International Journal of Production Economics, 190, 96–107. https://doi.org/10.1016/j.ijpe.2016.08.027 .

Yusuf, Y. Y., Gunasekaran, A., Adeleye, E. O., & Sivayoganathan, K. (2004). Agile supply chain capabilities: Determinants of competitive objectives. European Journal of Operational Research, 159((2 SPEC. ISS.)), 379–392. https://doi.org/10.1016/j.ejor.2003.08.022 .

Yusuf, Y. Y., Musa, A., Dauda, M., El-Berishy, N., Kovvuri, D., & Abubakar, T. (2014). A study of the diffusion of agility and cluster competitiveness in the oil and gas supply chains. International Journal of Production Economics, 147(PART B), 498–513. https://doi.org/10.1016/j.ijpe.2013.04.010 .

Zhang, Q., Vonderembse, M. A., & Lim, J. S. (2003). Manufacturing flexibility: Defining and analyzing relationships among competence, capability, and customer satisfaction. Journal of Operations Management, 21(2), 173–191. https://doi.org/10.1016/S0272-6963(02)00067-0 .