An optimization framework for solving capacitated multi-level lot-sizing problems with backlogging

被引:58
|
作者
Wu, Tao [1 ]
Shi, Leyuan [1 ,4 ]
Geunes, Joseph [2 ]
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
[3] Univ Strathclyde, Dept Management Sci, Glasgow G1 1QE, Lanark, Scotland
[4] Peking Univ, Dept Ind Engn & Management, Beijing 100871, Peoples R China
关键词
Capacitated; Multi-level; Lot-sizing; Backlogging; Lower and upper bound guided nested partitions; TABU SEARCH; NESTED PARTITIONS; SINGLE-ITEM; MODEL; HEURISTICS; SYSTEMS; COSTS; CLSP;
D O I
10.1016/j.ejor.2011.04.029
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
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.
引用
收藏
页码:428 / 441
页数:14
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