Demand forecasting, lot sizing and scheduling on a rolling horizon basis

International Journal of Production Economics

Volumn 140, Issue 2, 2012, Pages 803-814

  Tiacci, Lorenzo ^a   Saetta, Stefano ^a  

^a UNIVERSITY OF PERUGIA   (Italy)

Author keywords

Demand forecasting; Lot sizing; Rolling horizon; Scheduling; Sequence dependent setup costs

Indexed keywords

FORECASTING; PROBLEM SOLVING; PRODUCTION CONTROL;

DEMAND FORECASTING; LOT SIZING; LOT SIZING PROBLEMS; LOT-SIZING AND SCHEDULING; PLANNING HORIZONS; ROLLING HORIZON; SCHEDULING; SEQUENCE DEPENDENT SETUP COST; SEQUENCE DEPENDENT SETUPS; SETUP COSTS;

SCHEDULING;

EID: 84866736983     PISSN: 09255273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijpe.2012.02.007     Document Type: Article

References (29)

1. B. Almada-Lobo, D. Klabjan, M.A. Caravilla, and J.F. Oliveira Single machine multi-product capacitated lotsizing with sequence-dependent setups International Journal of Production Research 45 20 2007 4873 4894
2. B. Almada-Lobo, and R.J.W. James Neighbourhood search meta-heuristics for capacitated lot-sizing with sequence-dependent setups International Journal of Production Research 48 2010 861 878
3. S.A. Araujo, M.N. Arenales, and A.R. Clark Joint rolling-horizon scheduling of materials processing and lot-sizing with sequence-dependent setups Journal of Heuristics 13 4 2007 337 358
4. J.R. Birge, and F. Louveaux Introduction to Stochastic Programming 1997 Springer Berlin
5. P. Brandimarte Multi-item capacitated lot-sizing with demand uncertainty International Journal of Production Research 44 15 2006 2997 3022
6. A. Clark Optimization approximations for capacity constrained material requirements planning International Journal of Production Economics 84 2003 115 131
7. A. Clark Rolling horizon heuristics for production planning and set-up scheduling with backlogs and error-prone demand forecasts Production Planning and Control 16 2005 81 97
8. A. Clark, B. Almada-Lobo, and C. Almeder Editorial on lot sizing and scheduling: industrial extensions and research opportunities International Journal of Production Research 49 9 2011 2457 2461
9. Dash Associates, 2007. Xpress-Mosel User Guide. 〈http://www. dashoptimization.com〉, 〈 http://www.fico.com 〉.
10. B. Fleischmann The discrete lot-sizing and scheduling problem European Journal of Operational Research 44 1994 337 348
11. B. Fleischmann, and H. Meyr The general lotsizing and scheduling problem OR Spektrum 19 1997 11 21
12. C. Gicquel, M. Minoux, and Y. Dallery On the discrete lot-sizing and scheduling problem with sequence-dependent changeover times Operations Research Letters 37 2009 32 36
13. D. Gupta, and T. Magnusson The capacitated lot-sizing and scheduling problem with sequence-dependent setup costs and setup times Computers and Operations Research 32 2005 727 747
14. K. Haase Capacitated lot-sizing with sequence-dependent setup costs OR Spektrum 18 1996 51 59
15. K. Haase, and A. Kimms Lot sizing and scheduling with sequence-dependent setup costs and times and efficient rescheduling opportunities International Journal of Production Economics 66 2000 159 169
16. R.J.W. James, and B. Almada-Lobo Single and parallel machine capacitated lotsizing and scheduling: new iterative MIP-based neighborhood search heuristics Computers and Operations Research 38 2011 1816 1825
17. I.-S. Kwak, and I.-J. Jeong. A hierarchical approach for the capacitated lot-sizing and scheduling problem with a special structure of sequence-dependent setups International Journal of Production Research 49 24 2011 7425 7439
18. B. Karimi, S.M.T.F. Ghomi, and J.M. Wilson The capacitated lot sizing problem: a review of models and algorithms Omega 31 5 2003 365 378
19. A. Kovacs, K.N. Brown, and S.A. Tarim An efficient MIP model for the capacitated lot-sizing and scheduling problem with sequence-dependent setups International Journal of Production Economics 118 2009 282 291
20. H. Meyr Simultaneous lotsizing and scheduling by combining local search with dual reoptimization European Journal of Operational Research 120 2000 311 326
21. M. Mohammadi, S.M.T.F. Ghomi, B. Karimi, and S.A. Torabi MIP-based heuristics for lotsizing in capacitated pure flow shop with sequence-dependent setups International Journal of Production Research 48 10 2010 2957 2973
22. D. Quadt, and H. Kuhn Capacitated lot-sizing with extensions: a review 4OR: A Quarterly Journal of Operations Research 6 1 2008 61 83
23. M. Salomon, M.M. Solomon, L.N. Van Wassenhove, Y. Duman, and S. Duazère-Pérès Solving the discrete lot-sizing and scheduling problem with sequence dependent set-up costs and set-up times using the travelling salesman problem with time windows European Journal of Operational Research 100 3 1997 494 513
24. I.-S. Shim, H.-C. Kim, H.-H. Doh, and D.-H. Lee A two-stage heuristic for single machine capacitated lot-sizing and scheduling with sequence-dependent setup costs Computers and Industrial Engineering 61 2011 920 929
25. R. Sox, P.L. Jackson, A. Bowman, and J.A. Muckstadt A review of the stochastic lot scheduling problem International Journal of Production Economics 62 1999 181 200
26. L. Tiacci, and S. Saetta An approach to evaluate the impact of the interaction between demand forecasting method and stock control policy on the inventory system performances International Journal of Production Economics 118 2008 63 71
27. L.A. Wolsey Solving multi-item lot-sizing problems with an MIP solver using classification and reformulation Management Science 48 12 2002 1587 1602
28. J. Xie, T.S. Lee, and X. Zhao Impact of forecasting error on the performance of capacitated multi-item production systems Computers and Industrial Engineering 46 2004 205 219
29. X. Zhao, J. Goodale, and T.S. Lee Lot-sizing rules and freezing the master production schedule in MRP systems under demand uncertainty International Journal of Production Research 33 1995 2241 2276