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Models for production planning under uncertainty: A review

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  • Mula, J.
  • Poler, R.
  • Garcia-Sabater, J.P.
  • Lario, F.C.
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    Bibliographic Info

    Article provided by Elsevier in its journal International Journal of Production Economics.

    Volume (Year): 103 (2006)
    Issue (Month): 1 (September)
    Pages: 271-285

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    Handle: RePEc:eee:proeco:v:103:y:2006:i:1:p:271-285

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    References

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    1. Petrovic, Dobrila & Roy, Rajat & Petrovic, Radivoj, 1999. "Supply chain modelling using fuzzy sets," International Journal of Production Economics, Elsevier, vol. 59(1-3), pages 443-453, March.
    2. Andrew J. Clark & Herbert Scarf, 2004. "Optimal Policies for a Multi-Echelon Inventory Problem," Management Science, INFORMS, vol. 50(12_supple), pages 1782-1790, December.
    3. Dimitris Paraskevopoulos & Elias Karakitsos & Berc Rustem, 1991. "Robust Capacity Planning Under Uncertainty," Management Science, INFORMS, vol. 37(7), pages 787-800, July.
    4. Xie, Jinxing & Zhao, Xiande & Lee, T. S., 2003. "Freezing the master production schedule under single resource constraint and demand uncertainty," International Journal of Production Economics, Elsevier, vol. 83(1), pages 65-84, January.
    5. Anderson, E. J. & Lagodimos, A. G., 1989. "Service levels in single-stage MRP systems with demand uncertainty," Engineering Costs and Production Economics, Elsevier, vol. 17(1-4), pages 125-133, August.
    6. George B. Dantzig, 1955. "Linear Programming under Uncertainty," Management Science, INFORMS, vol. 1(3-4), pages 197-206, 04-07.
    7. Samanta, B. & Al-Araimi, S. A., 2001. "An inventory control model using fuzzy logic," International Journal of Production Economics, Elsevier, vol. 73(3), pages 217-226, October.
    8. Murthy, D.N.P. & Ma, L., 1991. "MRP with uncertainty: a review and some extensions," International Journal of Production Economics, Elsevier, vol. 25(1-3), pages 51-64.
    9. L. Escudero & P. Kamesam, 1995. "On solving stochastic production planning problems via scenario modelling," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer, vol. 3(1), pages 69-95, June.
    10. Wijngaard, J. & Wortmann, J. C., 1985. "MRP and inventories," European Journal of Operational Research, Elsevier, vol. 20(3), pages 281-293, June.
    11. Das, Sanchoy K. & Abdel-Malek, Layek, 2003. "Modeling the flexibility of order quantities and lead-times in supply chains," International Journal of Production Economics, Elsevier, vol. 85(2), pages 171-181, August.
    12. van Houtum, G. J. & Inderfurth, K. & Zijm, W. H. M., 1996. "Materials coordination in stochastic multi-echelon systems," European Journal of Operational Research, Elsevier, vol. 95(1), pages 1-23, November.
    13. S. P. Sethi & H. Yan & H. Zhang & Q. Zhang, 2002. "Optimal and Hierarchical Controls in Dynamic Stochastic Manufacturing Systems: A Survey," Manufacturing & Service Operations Management, INFORMS, vol. 4(2), pages 133-170.
    14. Grubbstrom, Robert W. & Tang, Ou, 1999. "Further developments on safety stocks in an MRP system applying Laplace transforms and input-output analysis," International Journal of Production Economics, Elsevier, vol. 60(1), pages 381-387, April.
    15. Hojati, Mehran, 2004. "Bridging the gap between probabilistic and fuzzy-parameter EOQ models," International Journal of Production Economics, Elsevier, vol. 91(3), pages 215-221, October.
    16. Bertrand, J. W. M. & Rutten, W. G. M. M., 1999. "Evaluation of three production planning procedures for the use of recipe flexibility," European Journal of Operational Research, Elsevier, vol. 115(1), pages 179-194, May.
    17. Miller, W. A. & Leung, L. C. & Azhar, T. M. & Sargent, S., 1997. "Fuzzy production planning model for fresh tomato packing," International Journal of Production Economics, Elsevier, vol. 53(3), pages 227-238, December.
    18. Vujosevic, Mirko & Petrovic, Dobrila & Petrovic, Radivoj, 1996. "EOQ formula when inventory cost is fuzzy," International Journal of Production Economics, Elsevier, vol. 45(1-3), pages 499-504, August.
    19. Peter J. Billington & John O. McClain & L. Joseph Thomas, 1983. "Mathematical Programming Approaches to Capacity-Constrained MRP Systems: Review, Formulation and Problem Reduction," Management Science, INFORMS, vol. 29(10), pages 1126-1141, October.
    20. Ganeshan, Ram, 1999. "Managing supply chain inventories: A multiple retailer, one warehouse, multiple supplier model," International Journal of Production Economics, Elsevier, vol. 59(1-3), pages 341-354, March.
    21. Zijm, W. H. M., 1992. "Hierarchical production planning and multi-echelon inventory management," International Journal of Production Economics, Elsevier, vol. 26(1-3), pages 257-264, February.
    22. Kelle, Peter & Milne, Alistair, 1999. "The effect of (s, S) ordering policy on the supply chain," International Journal of Production Economics, Elsevier, vol. 59(1-3), pages 113-122, March.
    23. Petrovic, Dobrila, 2001. "Simulation of supply chain behaviour and performance in an uncertain environment," International Journal of Production Economics, Elsevier, vol. 71(1-3), pages 429-438, May.
    24. R. E. Bellman & L. A. Zadeh, 1970. "Decision-Making in a Fuzzy Environment," Management Science, INFORMS, vol. 17(4), pages B141-B164, December.
    25. Petrovic, Dobrila & Roy, Rajat & Petrovic, Radivoj, 1998. "Modelling and simulation of a supply chain in an uncertain environment," European Journal of Operational Research, Elsevier, vol. 109(2), pages 299-309, September.
    26. Zapfel, Gunther, 1996. "Production planning in the case of uncertain individual demand Extension for an MRP II concept," International Journal of Production Economics, Elsevier, vol. 46(1), pages 153-164, December.
    27. van Donselaar, K. & van den Nieuwenhof, J. & Visschers, J., 2000. "The impact of material coordination concepts on planning stability in supply chains," International Journal of Production Economics, Elsevier, vol. 68(2), pages 169-176, November.
    28. Escudero, L. F., 1994. "CMIT, capacitated multi-level implosion tool," European Journal of Operational Research, Elsevier, vol. 76(3), pages 511-528, August.
    29. Robert C. Carlson & Candace A. Yano, 1986. "Safety Stocks in MRP---Systems with Emergency Setups for Components," Management Science, INFORMS, vol. 32(4), pages 403-412, April.
    30. Ould-Louly, Mohamed-Aly & Dolgui, Alexandre, 2004. "The MPS parameterization under lead time uncertainty," International Journal of Production Economics, Elsevier, vol. 90(3), pages 369-376, August.
    31. Wang, Reay-Chen & Fang, Hsiao-Hua, 2001. "Aggregate production planning with multiple objectives in a fuzzy environment," European Journal of Operational Research, Elsevier, vol. 133(3), pages 521-536, September.
    32. Diks, E. B. & de Kok, A. G. & Lagodimos, A. G., 1996. "Multi-echelon systems: A service measure perspective," European Journal of Operational Research, Elsevier, vol. 95(2), pages 241-263, December.
    33. Gfrerer, Helmut & Zapfel, Gunther, 1995. "Hierarchical model for production planning in the case of uncertain demand," European Journal of Operational Research, Elsevier, vol. 86(1), pages 142-161, October.
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    Citations

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    Cited by:
    1. Nourelfath, Mustapha, 2011. "Service level robustness in stochastic production planning under random machine breakdowns," European Journal of Operational Research, Elsevier, vol. 212(1), pages 81-88, July.
    2. SakallI, Ümit Sami & Baykoç, Ömer Faruk, 2011. "An optimization approach for brass casting blending problem under aletory and epistemic uncertainties," International Journal of Production Economics, Elsevier, vol. 133(2), pages 708-718, October.
    3. Guan, Z. & Philpott, A.B., 2011. "A multistage stochastic programming model for the New Zealand dairy industry," International Journal of Production Economics, Elsevier, vol. 134(2), pages 289-299, December.
    4. Celik, Nurcin & Son, Young-Jun, 2011. "State estimation of a shop floor using improved resampling rules for particle filtering," International Journal of Production Economics, Elsevier, vol. 134(1), pages 224-237, November.
    5. Louly, Mohamed-Aly & Dolgui, Alexandre, 2012. "A note on analytic calculation of planned lead times for assembly systems under POQ policy and service level constraint," International Journal of Production Economics, Elsevier, vol. 140(2), pages 778-781.
    6. François Galasso & Caroline Thierry, 2008. "Design Of Cooperative Processes In A Customer-Supplier Relationship: An Approach Based On Simulation And Decision Theory," Working Papers hal-00332868, HAL.
    7. Lagodimos, A.G. & Koukoumialos, S., 2008. "Service performance of two-echelon supply chains under linear rationing," International Journal of Production Economics, Elsevier, vol. 112(2), pages 869-884, April.
    8. Chen, Shih-Pin & Ho, Yann-Horng, 2011. "Analysis of the newsboy problem with fuzzy demands and incremental discounts," International Journal of Production Economics, Elsevier, vol. 129(1), pages 169-177, January.
    9. Sancak, Emre & Salman, F. Sibel, 2011. "Multi-item dynamic lot-sizing with delayed transportation policy," International Journal of Production Economics, Elsevier, vol. 131(2), pages 595-603, June.
    10. Lusa, Amaia & Corominas, Albert & Muñoz, Norberto, 2008. "A multistage scenario optimisation procedure to plan annualised working hours under demand uncertainty," International Journal of Production Economics, Elsevier, vol. 113(2), pages 957-968, June.
    11. Boulaksil, Youssef & Fransoo, Jan C., 2009. "Order release strategies to control outsourced operations in a supply chain," International Journal of Production Economics, Elsevier, vol. 119(1), pages 149-160, May.
    12. Shabani, Nazanin & Akhtari, Shaghaygh & Sowlati, Taraneh, 2013. "Value chain optimization of forest biomass for bioenergy production: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 299-311.
    13. Nadeau, Marie-Claude & Kar, Ashish & Roth, Richard & Kirchain, Randolph, 2010. "A dynamic process-based cost modeling approach to understand learning effects in manufacturing," International Journal of Production Economics, Elsevier, vol. 128(1), pages 223-234, November.
    14. Hasuike, Takashi & Ishii, Hiroaki, 2009. "On flexible product-mix decision problems under randomness and fuzziness," Omega, Elsevier, vol. 37(4), pages 770-787, August.
    15. Li, Jianzhi & González, Miguel & Zhu, Yun, 2009. "A hybrid simulation optimization method for production planning of dedicated remanufacturing," International Journal of Production Economics, Elsevier, vol. 117(2), pages 286-301, February.
    16. Mula, Josefa & Peidro, David & Poler, Raul, 2010. "The effectiveness of a fuzzy mathematical programming approach for supply chain production planning with fuzzy demand," International Journal of Production Economics, Elsevier, vol. 128(1), pages 136-143, November.
    17. Laurent Lim, Lâm & Alpan, Gülgün & Penz, Bernard, 2014. "Reconciling sales and operations management with distant suppliers in the automotive industry: A simulation approach," International Journal of Production Economics, Elsevier, vol. 151(C), pages 20-36.
    18. Louly, Mohamed-Aly & Dolgui, Alexandre & Hnaien, Faicel, 2008. "Supply planning for single-level assembly system with stochastic component delivery times and service-level constraint," International Journal of Production Economics, Elsevier, vol. 115(1), pages 236-247, September.
    19. Louly, Mohamed-Aly & Dolgui, Alexandre, 2011. "Optimal time phasing and periodicity for MRP with POQ policy," International Journal of Production Economics, Elsevier, vol. 131(1), pages 76-86, May.
    20. Sodhi, ManMohan S. & Tang, Christopher S., 2009. "Modeling supply-chain planning under demand uncertainty using stochastic programming: A survey motivated by asset-liability management," International Journal of Production Economics, Elsevier, vol. 121(2), pages 728-738, October.
    21. Tang, Christopher S., 2010. "A review of marketing-operations interface models: From co-existence to coordination and collaboration," International Journal of Production Economics, Elsevier, vol. 125(1), pages 22-40, May.
    22. Lejeune, Miguel A., 2013. "Probabilistic modeling of multiperiod service levels," European Journal of Operational Research, Elsevier, vol. 230(2), pages 299-312.
    23. Al-Hinai, Nasr & ElMekkawy, T.Y., 2011. "Robust and stable flexible job shop scheduling with random machine breakdowns using a hybrid genetic algorithm," International Journal of Production Economics, Elsevier, vol. 132(2), pages 279-291, August.
    24. Louly, Mohamed-Aly & Dolgui, Alexandre, 2013. "Optimal MRP parameters for a single item inventory with random replenishment lead time, POQ policy and service level constraint," International Journal of Production Economics, Elsevier, vol. 143(1), pages 35-40.
    25. Sivadasan, Suja & Smart, Janet & Huaccho Huatuco, Luisa & Calinescu, Anisoara, 2013. "Reducing schedule instability by identifying and omitting complexity-adding information flows at the supplier–customer interface," International Journal of Production Economics, Elsevier, vol. 145(1), pages 253-262.

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