An optimization framework for solving capacitated multi-level lot-sizing problems with backlogging
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作者:
Wu, Tao
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Univ Wisconsin Madison, Dept Ind & Syst Engn, Madison, WI 53706 USAUniv Wisconsin Madison, Dept Ind & Syst Engn, Madison, WI 53706 USA
Wu, Tao
[1
]
Shi, Leyuan
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机构:
Univ Wisconsin Madison, Dept Ind & Syst Engn, Madison, WI 53706 USA
Peking Univ, Dept Ind Engn & Management, Beijing 100871, Peoples R ChinaUniv Wisconsin Madison, Dept Ind & Syst Engn, Madison, WI 53706 USA
Shi, Leyuan
[1
,4
]
Geunes, Joseph
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Univ Florida, Dept Ind & Syst Engn, Gainesville, FL 32611 USAUniv Wisconsin Madison, Dept Ind & Syst Engn, Madison, WI 53706 USA
Geunes, Joseph
[2
]
Akartunali, Kerem
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Univ Strathclyde, Dept Management Sci, Glasgow G1 1QE, Lanark, ScotlandUniv Wisconsin Madison, Dept Ind & Syst Engn, Madison, WI 53706 USA
Akartunali, Kerem
[3
]
机构:
[1] Univ Wisconsin Madison, Dept Ind & Syst Engn, Madison, WI 53706 USA
[2] Univ Florida, Dept Ind & Syst Engn, Gainesville, FL 32611 USA
This paper proposes two new mixed integer programming models for capacitated multi-level lot-sizing problems with backlogging, whose linear programming relaxations provide good lower bounds on the optimal solution value. We show that both of these strong formulations yield the same lower bounds. In addition to these theoretical results, we propose a new, effective optimization framework that achieves high quality solutions in reasonable computational time. Computational results show that the proposed optimization framework is superior to other well-known approaches on several important performance dimensions. (C) 2011 Elsevier B.V. All rights reserved.
机构:
Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
Cheng, CH
Madan, MS
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机构:Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
Madan, MS
Gupta, Y
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机构:Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
Gupta, Y
So, S
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机构:Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
机构:
Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
Cheng, CH
Madan, MS
论文数: 0引用数: 0
h-index: 0
机构:Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
Madan, MS
Gupta, Y
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h-index: 0
机构:Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
Gupta, Y
So, S
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h-index: 0
机构:Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China