Single machine multi-product capacitated lot sizing with sequence-dependent setups

被引:77
|
作者
Almada-Lobo, Bernardo
Klabjan, Diego
Carravilla, Maria Antonia
Oliveira, Jose F.
机构
[1] Univ Porto, Fac Engn, P-4200 Oporto, Portugal
[2] MIT, Cambridge, MA 02139 USA
[3] FEUP, Inst Engn Sist & Computadores, P-4200 Oporto, Portugal
关键词
capacitated lot sizing and scheduling; sequence-dependent setup; integer programming; heuristics;
D O I
10.1080/00207540601094465
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In production planning in the glass container industry, machine-dependent setup times and costs are incurred for switch overs from one product to another. The resulting multi-item capacitated lot-sizing problem has sequence-dependent setup times and costs. We present two novel linear mixed-integer programming formulations for this problem, incorporating all the necessary features of setup carryovers. The compact formulation has polynomially many constraints, whereas the stronger formulation uses an exponential number of constraints that can be separated in polynomial time. We also present a five-step heuristic that is effective both in finding a feasible solution (even for tightly capacitated instances) and in producing good solutions to these problems. We report computational experiments.
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页码:4873 / 4894
页数:22
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