A new approach to solve the multi-product multi-period inventory lot sizing with supplier selection problem

被引:57
作者
Eduardo Cardenas-Barron, Leopoldo [1 ]
Luis Gonzalez-Velarde, Jose [1 ]
Trevino-Garza, Gerardo [2 ]
机构
[1] Tecnol Monterrey, Sch Sci & Engn, Monterrey 64849, Nuevo Leon, Mexico
[2] BNSF Railway Co, Ft Worth, TX 76131 USA
关键词
Inventory; Lot sizing; Multi-period; Multi-products; Supplier selection; Mixed integer linear programming; Reduced costs; Reduce and optimize approach (ROA); VENDOR SELECTION; SIZE; DECISION; MODEL;
D O I
10.1016/j.cor.2015.06.008
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This research work deals with the multi-product multi-period inventory lot sizing with supplier selection problem. Formerly, this kind of problem was formulated and solved using an exhaustive enumeration algorithm and a heuristic algorithm. In this paper, a new algorithm based on a reduce and optimize approach and a new valid inequality is proposed to solve the multi-product multi-period inventory lot sizing with supplier selection problem. Numerical experiments ratify the success of the proposed heuristic algorithm. For the set of 150 benchmark instances, including 75 small-sized instances, 30 medium-sized instances, and 45 large-sized instances, the algorithm always obtained better solutions compared with those previously published. Furthermore, according to the computational results, the developed heuristic algorithm outperforms the CPLEX MIP solver in both solution quality and computational time. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:225 / 232
页数:8
相关论文
共 30 条
[1]   Supplier selection and order lot sizing modeling: A review [J].
Aissaoui, Najla ;
Haouari, Mohamed ;
Hassini, Elkafi .
COMPUTERS & OPERATIONS RESEARCH, 2007, 34 (12) :3516-3540
[2]  
[Anonymous], IND ENG J
[3]  
[Anonymous], 2014, GLOBAL J FLEXIBLE SY, DOI DOI 10.1007/S40171-014-0070-0
[4]   DETERMINING LOT SIZES AND RESOURCE REQUIREMENTS - A REVIEW [J].
BAHL, HC ;
RITZMAN, LP ;
GUPTA, JND .
OPERATIONS RESEARCH, 1987, 35 (03) :329-345
[5]   Inventory lot-sizing with supplier selection [J].
Basnet, C ;
Leung, JMY .
COMPUTERS & OPERATIONS RESEARCH, 2005, 32 (01) :1-14
[6]   A goal programming model for joint decision making of inventory lot-size supplier selection and carrier selection [J].
Choudhary, Devendra ;
Shankar, Ravi .
COMPUTERS & INDUSTRIAL ENGINEERING, 2014, 71 :1-9
[7]   Joint decision of procurement lot-size, supplier selection, and carrier selection [J].
Choudhary, Devendra ;
Shankar, Ravi .
JOURNAL OF PURCHASING AND SUPPLY MANAGEMENT, 2013, 19 (01) :16-26
[8]   Vendor selection and order quantity allocation in volume discount environments [J].
Dahel, NE .
SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL, 2003, 8 (3-4) :335-342
[9]   LOT SIZING UNDER DYNAMIC DEMAND CONDITIONS - A REVIEW [J].
DEBODT, MA ;
GELDERS, LF ;
VANWASSENHOVE, LN .
ENGINEERING COSTS AND PRODUCTION ECONOMICS, 1984, 8 (03) :165-187
[10]   Adaptive genetic algorithm for lot-sizing problem with self-adjustment operation rate: A discussion [J].
Eduardo Cardenas-Barron, Leopoldo .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2010, 123 (01) :243-245