capacitated lot sizing and scheduling;
sequence-dependent setup;
integer programming;
heuristics;
UP CARRYOVER;
TIMES;
COSTS;
FRAMEWORK;
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.
机构:
Tsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China
Huang, Simin
Cai, Linning
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机构:
Tsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China
Cai, Linning
Zhang, Xiaoyue
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机构:
Virginia Polytech Inst & State Univ, Grado Dept Ind & Syst Engn, Blacksburg, VA 24061 USATsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China
机构:
Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
IBM China Res Lab, Shanghai, Peoples R ChinaTsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
Jin, F.
Gupta, J. N. D.
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机构:
Univ Alabama, Huntsville, AL USATsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
Gupta, J. N. D.
Song, S.
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机构:
Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
Song, S.
Wu, C.
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h-index: 0
机构:
Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
机构:
Amazon, Seattle, WA USAAmazon, Seattle, WA USA
Bunn, Kevin A.
Ventura, Jose A.
论文数: 0引用数: 0
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机构:
Penn State Univ, Harold & Inge Marcus Dept Ind & Mfg Engn, University Pk, PA USA
Penn State Univ, Harold & Inge Marcus Dept Ind & Mfg Engn, University Pk, PA 16802 USAAmazon, Seattle, WA USA
机构:
Ecole Mines St Etienne, Ind Engn & Comp Sci Res Ctr, F-42023 St Etienne 2, FranceEcole Mines St Etienne, Ind Engn & Comp Sci Res Ctr, F-42023 St Etienne 2, France
Dolgui, Alexandre
Eremeev, Anton V.
论文数: 0引用数: 0
h-index: 0
机构:
Sobolev Inst Math SB RAS, Omsk Branch, Omsk 644099, RussiaEcole Mines St Etienne, Ind Engn & Comp Sci Res Ctr, F-42023 St Etienne 2, France
Eremeev, Anton V.
Kovalyov, Mikhail Y.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Acad Sci Belarus, United Inst Informat Problems, Minsk 220012, BELARUSEcole Mines St Etienne, Ind Engn & Comp Sci Res Ctr, F-42023 St Etienne 2, France
Kovalyov, Mikhail Y.
Kuznetsov, Pavel M.
论文数: 0引用数: 0
h-index: 0
机构:
Omsk State Univ, Inst Math & Informat Technol, Omsk 644077, RussiaEcole Mines St Etienne, Ind Engn & Comp Sci Res Ctr, F-42023 St Etienne 2, France