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Original Articles

A fuzzy multi-criteria decision-making approach for managing performance and risk in integrated procurement–production planning

, , &
Pages 5305-5329 | Received 20 Jul 2016, Accepted 09 Mar 2017, Published online: 03 Apr 2017

References

  • Arabzad, S. M., M. Ghorbani, J. Razmi, and H. Shirouyehzad. 2015. “Employing Fuzzy TOPSIS and SWOT for Supplier Selection and Order Allocation Problem.” The International Journal of Advanced Manufacturing Technology 76 (5–8): 803–818.10.1007/s00170-014-6288-3
  • Baumann, P., and N. Trautmann. 2013. “A Continuous-time MILP Model for Short-term Scheduling of Make-and-pack Production Processes.” International Journal of Production Research 51 (6): 1707–1727.10.1080/00207543.2012.694489
  • Bellman, R. E., and L. A. Zadeh. 1970. “Decision-making in a Fuzzy Environment.” Management Science 17 (4): B-141.10.1287/mnsc.17.4.B141
  • Bhamra, R., S. Dani, and K. Burnard. 2011. “Resilience: The Concept, a Literature Review and Future Directions.” International Journal of Production Research 49 (18): 5375–5393.10.1080/00207543.2011.563826
  • Brans, J., and P. Vincke. 1985. “A Preference Ranking Organisation Method: The PROMETHEE Method for MCDM.” Management Science 31 (6): 647–656.
  • Buckley, J. J. 1985. “Fuzzy Hierarchical Analysis.” Fuzzy Sets and Systems 17 (3): 233–247.10.1016/0165-0114(85)90090-9
  • Chauhan, S. S., R. Nagi, and J. M. Proth. 2004. “Strategic Capacity Planning in Supply Chain Design for a New Market Opportunity.” International Journal of Production Research 42 (11): 2197–2206.10.1080/0020754042000197711
  • Chen, C. T. 2000. “Extensions of the TOPSIS for Group Decision-making under Fuzzy Environment.” Fuzzy Sets and Systems 114 (1): 1–9.10.1016/S0165-0114(97)00377-1
  • Chen, S. P., and P. C. Chang. 2006. “A Mathematical Programming Approach to Supply Chain Models with Fuzzy Parameters.” Engineering Optimization 38 (6): 647–669.10.1080/03052150600716116
  • Chen, S. P., and W. L. Huang. 2010. “A Membership Function Approach for Aggregate Production Planning Problems in Fuzzy Environments.” International Journal of Production Research 48 (23): 7003–7023.10.1080/00207540903246649
  • Chen, C. T., C. T. Lin, and S. F. Huang. 2006. “A Fuzzy Approach for Supplier Evaluation and Selection in Supply Chain Management.” International Journal of Production Economics 102 (2): 289–301.10.1016/j.ijpe.2005.03.009
  • Chhaochhria, P., and S. C. Graves. 2013. “A Forecast-driven Tactical Planning Model for a Serial Manufacturing System.” International Journal of Production Research 51 (23–24): 6860–6879.10.1080/00207543.2013.852266
  • Chou, S. Y., Y. H. Chang, and C. Y. Shen. 2008. “A Fuzzy Simple Additive Weighting System under Group Decision-making for Facility Location Selection with Objective/Subjective Attributes.” European Journal of Operational Research 189 (1): 132–145.
  • Curcurù, G., G. M. Galante, and C. M. La Fata. 2013. “An Imprecise Fault Tree Analysis for the Estimation of the Rate Of OCcurrence of Failure (ROCOF).” Journal of Loss Prevention in the Process Industries 26 (6): 1285–1292.10.1016/j.jlp.2013.07.006
  • Cyrulnik, B., and D. Macey. 2009. Resilience: How Your Inner Strength Can Set You Free from the past. London: Penguin Books.
  • Dickson, G. W. 1966. “An Analysis of Supplier Selection Systems and Decision.” Journal of Purchasing and Materials Management 2: 5–17.
  • Ellram, L. 1990. “The Supplier Selection Decision in Strategic Partnerships.” Journal of Purchasing and Material Management 26 (1): 8–14.
  • Genin, P., S. Lamouri, and A. Thomas. 2008. “Multi-facilities Tactical Planning Robustness with Experimental Design.” Production Planning and Control 19 (2): 171–182.10.1080/09537280801896250
  • Gholamian, N., I. Mahdavi, and R. Tavakkoli-Moghaddam. 2016. “Multi-objective Multi-product Multi-site Aggregate Production Planning in a Supply Chain under Uncertainty: Fuzzy Multi-objective Optimisation.” International Journal of Computer Integrated Manufacturing 29 (2): 149–165.
  • Gholamian, N., I. Mahdavi, R. Tavakkoli-Moghaddam, and N. Mahdavi-Amiri. 2015. “Comprehensive Fuzzy Multi-objective Multi-product Multi-site Aggregate Production Planning Decisions in a Supply Chain under Uncertainty.” Applied Soft Computing 37: 585–607.10.1016/j.asoc.2015.08.041
  • Gigović, L., D. Pamučar, Z. Bajić, and M. Milićević. 2016. “The Combination of Expert Judgment and GIS-MAIRCA Analysis for the Selection of Sites for Ammunition Depot.” Sustainability 8, 372.
  • Gigović, L., D. Pamučar, D. Božanić, and S. Ljubojević. 2017. “Application of the GIS-DANP-MABAC Multi-criteria Model for Selecting the Location of Wind Farms: A Case Study of Vojvodina, Serbia.” Renewable Energy 103: 501–521.10.1016/j.renene.2016.11.057
  • Giri, B. C., S. Bardhan, and T. Maiti. 2016. “Coordinating a Three-layer Supply Chain with Uncertain Demand and Random Yield.” International Journal of Production Research 54 (8): 2499–2518.10.1080/00207543.2015.1119324
  • Goffin, K., M. Szwejczewski, and C. New. 1997. “Managing Suppliers: When Fewer Can Mean More.” International Journal of Physical Distribution & Logistics Management 27 (7): 422–436.10.1108/09600039710188486
  • Goyal, S. K., and S. G. Deshmukh. 1992. “Integrated Procurement–Production Systems: A Review.” European Journal of Operational Research 62 (1): 1–10.10.1016/0377-2217(92)90172-6
  • Guneri, A. F., A. Yucel, and G. Ayyildiz. 2009. “An Integrated Fuzzy-lp Approach for a Supplier Selection Problem in Supply Chain Management.” Expert Systems with Applications 36 (5): 9223–9228.10.1016/j.eswa.2008.12.021
  • Gupta, A., and C. D. Maranas. 1999. “A Hierarchical Lagrangean Relaxation Procedure for Solving Midterm Planning Problems.” Industrial & Engineering Chemistry Research 38 (5): 1937–1947.10.1021/ie980782t
  • Gupta, A., and C. D. Maranas. 2003. “Managing Demand Uncertainty in Supply Chain Planning.” Computers and Chemical Engineering 27 (8–9): 1219–1227.10.1016/S0098-1354(03)00048-6
  • Haldar, A., A. Ray, D. Banerjee, and S. Ghosh. 2012. “A Hybrid MCDM Model for Resilient Supplier Selection.” International Journal of Management Science and Engineering Management 7 (4): 284–292.
  • Haldar, A., A. Ray, D. Banerjee, and S. Ghosh. 2014. “Resilient Supplier Selection under a Fuzzy Environment.” International Journal of Management Science and Engineering Management 9 (2): 147–156.10.1080/17509653.2013.869040
  • Hatami-Marbini, A., and M. Tavana. 2011. “An Extension of the Electre I Method for Group Decision-making under a Fuzzy Environment.” Omega. 39: 373–386.10.1016/j.omega.2010.09.001
  • Huang, S. H., and H. Keskar. 2007. “Comprehensive and Configurable Metrics for Supplier Selection.” International Journal of Production Economics 105 (2): 510–523.10.1016/j.ijpe.2006.04.020
  • Hwang, C. L., and K. Yoon. 1981. Multiple Attribute Decision Making. Methods and Application. Berlin Heidelberg: Springer Verlag.10.1007/978-3-642-48318-9
  • Ivanov, D., A. Dolgui, B. Sokolov, F. Werner, and M. Ivanova. 2016. “A Dynamic Model and an Algorithm for Short-term Supply Chain Scheduling in the Smart Factory Industry 4.0.” International Journal of Production Research 54 (2): 386–402.10.1080/00207543.2014.999958
  • Kanyalkar, A. P., and G. K. Adil. 2010. “A Robust Optimisation Model for Aggregate and Detailed Planning of a Multi-site Procurement-production-distribution System.” International Journal of Production Research 48 (3): 635–656.10.1080/00207540802471272
  • Kazemi Zanjani, M., M. Nourelfath, and D. Ait-Kadi. 2010. “A Multi-stage Stochastic Programming Approach for Production Planning with Uncertainty in the Quality of Raw Materials and Demand.” International Journal of Production Research 48 (16): 4701–4723.10.1080/00207540903055727
  • Kemmoe, S., P. A. Pernot, and N. Tchernev. 2014. “Model for Flexibility Evaluation in Manufacturing Network Strategic Planning.” International Journal of Production Research 52 (15): 4396–4411.10.1080/00207543.2013.845703
  • Khakdaman, M., K. Y. Wong, B. Zohoori, M. K. Tiwari, and R. Merkert. 2015. “Tactical Production Planning in a Hybrid Make-to-stock–make-to-order Environment under Supply, Process and Demand Uncertainties: A Robust Optimisation Model.” International Journal of Production Research 53 (5): 1358–1386.10.1080/00207543.2014.935828
  • Khemiri, R., K. ElBedoui-Maktouf, B. Grabot, and B. Zouari. 2015. “Proposition d’une nouvelle approche de planification intégrée dans le cadre d’une entreprise multi-sites [Proposal of a New Approach for Integrated Planning in a Multi-Site Company].” In 11ème Congrès International de Génie Industriel - CIGI 2015, Québec, Canada, October 26–28.
  • Kim, G., C. S. Park, and K. P. Yoon. 1997. “Identifying Investment Opportunities for Advanced Manufacturing Systems with Comparative-integrated Performance Measurement.” International Journal of Production Economics 50 (1): 23–33.10.1016/S0925-5273(97)00014-5
  • Liang, T. F. 2008. “Integrating Production–Transportation Planning Decision with Fuzzy Multiple Goals in Supply Chains.” International Journal of Production Research 46 (6): 1477–1494.10.1080/00207540600597211
  • Mafakheri, F., M. Breton, and A. Ghoniem. 2011. “Supplier Selection-order Allocation: A Two-stage Multiple Criteria Dynamic Programming Approach.” International Journal of Production Economics 132 (1): 52–57.10.1016/j.ijpe.2011.03.005
  • Mensah, P., and Y. Merkuryev. 2014. “Developing a Resilient Supply Chain.” Procedia-Social and Behavioral Sciences 110: 309–319.10.1016/j.sbspro.2013.12.875
  • Ming, Y., B. Grabot, and R. Houé. 2014. “A Typology of the Situations of Cooperation in Supply Chains.” Computers and Industrial Engineering 67: 56–71.10.1016/j.cie.2013.10.012
  • Mirzapour Al-e-hashem, S. M. J., H. Malekly, and M. B. Aryanezhad. 2011. “A Multi-objective Robust Optimization Model for Multi-product Multi-site Aggregate Production Planning in a Supply Chain under Uncertainty.” International Journal of Production Economics 134 (1): 28–42.10.1016/j.ijpe.2011.01.027
  • Monczka, R. M., R. J. Trent, and T. J. Callahan. 1993. “Supply Base Strategies to Maximize Supplier Performance.” International Journal of Physical Distribution & Logistics Management 23 (4): 42–54.10.1108/09600039310041509
  • Niknamfar, A. H., S. T. A. Niaki, and S. H. R. Pasandideh. 2015. “Robust Optimization Approach for an Aggregate Production –Distribution Planning in a Three-level Supply Chain.” The International Journal of Advanced Manufacturing Technology 76 (1–4): 623–634.10.1007/s00170-014-6292-7
  • Opricovic, S. 1998. “Multicriteria Optimization of Civil Engineering Systems.” Faculty of Civil Engineering, Belgrade 2 (1): 5–21.
  • Pamučar, D., and G. Ćirović. 2015. “The Selection of Transport and Handling Resources in Logistics Centers Using Multi-attributive Border Approximation Area Comparison (MABAC).” Expert Systems with Applications 42 (6): 3016–3028.10.1016/j.eswa.2014.11.057
  • Pamučar, D., L. Vasin, and V. Lukovac. 2014. “Selection of Railway Level Crossings for Investing in Security Equipment using Hybrid Dematel-Maric Model.” In XVI International Scientific-expert Conference on Railways- RAILCON 14, Nis, Serbia, October 9–10.
  • Peidro, D., J. Mula, R. Poler, and J. L. Verdegay. 2009. “Fuzzy Optimization for Supply Chain Planning under Supply, Demand and Process Uncertainties.” Fuzzy Sets and Systems 160 (18): 2640–2657.10.1016/j.fss.2009.02.021
  • Pi, W. N., and C. Low. 2005. “Supplier Evaluation and Selection Using Taguchi Loss Functions.” The International Journal of Advanced Manufacturing Technology 26 (1–2): 155–160.10.1007/s00170-003-1975-5
  • Roy, B. 1978. “Electre III: Un Algorithme De Classement Fondé Sur Une Représentation floue Des Préférences En Présence De Critères Multiples.” [A Ranking Algorithm Based on a Fuzzy Representation of Preferences in Presence of Multiple Criteria.] Cahiers Du Centre D’Etudes De Recherche Opérationnelle 20 (1): 3–24.
  • Roy, B., and P. Bertier. 1971. “La méthode ELECTRE II : une méthode de classement en présence de critères multiples [A Ranking Method in Presence of Multiple Criteria].” Note de travail 142. Paris: Direction Scientifique, Sema (Metra International).
  • Saaty, T. L. 1980. The Analytic Hierarchy Process. New York: McGraw-Hill.
  • Sahu, A. K., S. Datta, and S. S. Mahapatra. 2016. “Evaluation and Selection of Resilient Suppliers in Fuzzy Environment.” Benchmarking: An International Journal 23 (3): 651–673.10.1108/BIJ-11-2014-0109
  • Selim, H., C. Araz, and I. Ozkarahan. 2008. “Collaborative Production–Distribution Planning in Supply Chain: A Fuzzy Goal Programming Approach.” Transportation Research Part E: Logistics and Transportation Review 44 (3): 396–419.10.1016/j.tre.2006.11.001
  • Shih, H. S., H. J. Shyur, and E. S. Lee. 2007. “An Extension of TOPSIS for Group Decision Making.” Mathematical and Computer Modelling 45 (7–8): 801–813.10.1016/j.mcm.2006.03.023
  • Shipley, D. D. 1985. “Resellers’ Supplier Selection Criteria for Different Consumer Products.” European Journal of Marketing 19 (7): 26–36.10.1108/EUM0000000004725
  • Su, T. S., and Y. F. Lin. 2015. “Fuzzy Multi-objective Procurement/Production Planning Decision Problems for Recoverable Manufacturing Systems.” Journal of Manufacturing Systems 37: 396–408.10.1016/j.jmsy.2014.07.007
  • Torabi, S. A., and E. Hassini. 2008. “An Interactive Possibilistic Programming Approach for Multiple Objective Supply Chain Master Planning.” Fuzzy Sets and Systems 159 (2): 193–214.10.1016/j.fss.2007.08.010
  • Torabi, S. A., and E. Hassini. 2009. “Multi-site Production Planning Integrating Procurement and Distribution Plans in Multi-Echelon Supply Chains: An Interactive Fuzzy Goal Programming Approach.” International Journal of Production Research 47 (19): 5475–5499.10.1080/00207540801905460
  • Torabi, S. A., and M. Moghaddam. 2011. “Multi-site Integrated Production-distribution Planning with Transshipment: A Fuzzy Goal Programming Approach.” International Journal of Production Research 50 (6): 1726–1748.
  • Triantaphyllou, E., and C. T. Lin. 1996. “Development and Evaluation of Five Fuzzy Multiattribute Decision-making Methods.” International Journal of Approximate Reasoning 14 (4): 281–310.10.1016/0888-613X(95)00119-2
  • Tukamuhabwa, B. R., M. Stevenson, J. Busby, and M. Zorzini. 2015. “Supply Chain Resilience: Definition, Review and Theoretical Foundations for Further Study.” International Journal of Production Research 53 (18): 5592–5623.10.1080/00207543.2015.1037934
  • Wang, R. C., and T. F. Liang. 2005. “Applying Possibilistic Linear Programming to Aggregate Production Planning.” International Journal of Production Economics 98 (3): 328–341.10.1016/j.ijpe.2004.09.011
  • Wang, S., M. Liu, and C. Chu. 2015. “A Branch-and-bound Algorithm for Two-stage No-wait Hybrid Flow-shop Scheduling.” International Journal of Production Research 53 (4): 1143–1167.10.1080/00207543.2014.949363
  • Weber, C., John R. Current, and W. C. Benton. 1991. “Vendor Selection Criteria and Methods.” European Journal of Operational Research 50 (1): 2–18.10.1016/0377-2217(91)90033-R
  • Zadeh, L. A. 1965. “Fuzzy Sets.” Information and Control 8 (3): 338–353.10.1016/S0019-9958(65)90241-X
  • Zavadskas, E. K., A. Kaklauskas, and V. Sarka. 1994. “The New Method of Multicriteria Complex Proportional Assessment of Projects.” Technological and Economic Development of Economy 1 (3): 131–139.
  • Zimmermann, H. J. 2011. Fuzzy Set Theory and Its Applications. Boston, Dordrecht: Springer Science and Business Media.
  • Zouggari, A., and L. Benyoucef. 2012. “Simulation Based Fuzzy TOPSIS Approach for Group Multi-criteria Supplier Selection Problem.” Engineering Applications of Artificial Intelligence 25 (3): 507–519.10.1016/j.engappai.2011.10.012

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