Lead time considerations for the multi-level capacitated lot-sizing problem

被引:36
作者
Almeder, Christian [1 ]
Klabjan, Diego [2 ]
Traxler, Renate [1 ]
Almada-Lobo, Bernardo [3 ]
机构
[1] European Univ Viadrina Frankfurt Oder, Chair Supply Chain Management, D-15230 Frankfurt, Oder, Germany
[2] Northwestern Univ, Dept Ind Engn & Management Sci, Evanston, IL 60208 USA
[3] Univ Porto, Fac Engn, INESC TEC, P-4200465 Oporto, Portugal
关键词
Production; Lot-sizing; Scheduling; Mixed integer programming; Synchronization; SEQUENCE-DEPENDENT SETUP; SCHEDULING PROBLEM; LOTSIZING PROBLEM; RESOURCE; COSTS; EXTENSIONS; COMPLEXITY; ALGORITHM;
D O I
10.1016/j.ejor.2014.09.030
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The classical multi-level capacitated lot-sizing problem formulation is often not suitable to correctly capture resource requirements and precedence relations. Depending on lead time assumptions, either the model provides infeasible production plans or plans with costly needless inventory. We tackle this issue by explicitly modeling these two aspects and the synchronization of batches of products in the multi-level lot-sizing and scheduling formulation. Two models are presented; one considering batch production and the other one allowing lot-streaming. Comparisons with traditional models demonstrate the capability of the new approach in delivering more realistic results. The generated production plans are always feasible and cost savings of 30-40 percent compared to classical models are observed. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:727 / 738
页数:12
相关论文
共 35 条
[1]   A note on "the capacitated lot-sizing and scheduling problem with sequence-dependent setup costs and setup times [J].
Almada-Lobo, Bernardo ;
Oliveira, Jose F. ;
Carravilla, Maria Antonia .
COMPUTERS & OPERATIONS RESEARCH, 2008, 35 (04) :1374-1376
[2]   Single machine multi-product capacitated lot sizing with sequence-dependent setups [J].
Almada-Lobo, Bernardo ;
Klabjan, Diego ;
Carravilla, Maria Antonia ;
Oliveira, Jose F. .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2007, 45 (20) :4873-4894
[3]   Synchronisation of scarce resources for a parallel machine lotsizing problem [J].
Almeder, Christian ;
Almada-Lobo, Bernardo .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2011, 49 (24) :7315-7335
[4]   A hybrid optimization approach for multi-level capacitated lot-sizing problems [J].
Almeder, Christian .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 200 (02) :599-606
[5]   Modelling practical lot-sizing problems as mixed-integer programs [J].
Belvaux, G ;
Wolsey, LA .
MANAGEMENT SCIENCE, 2001, 47 (07) :993-1007
[6]   A memetic algorithm for a multistage capacitated lot-sizing problem [J].
Berretta, R ;
Rodrigues, LF .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2004, 87 (01) :67-81
[7]   Metaheuristic approaches for the multilevel resource-constrained lot-sizing problem with setup and lead times [J].
Berretta, R ;
França, PM ;
Armentano, VA .
ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2005, 22 (02) :261-286
[8]   MATHEMATICAL-PROGRAMMING APPROACHES TO CAPACITY-CONSTRAINED MRP SYSTEMS - REVIEW, FORMULATION AND PROBLEM REDUCTION [J].
BILLINGTON, PJ ;
MCCLAIN, JO ;
THOMAS, LJ .
MANAGEMENT SCIENCE, 1983, 29 (10) :1126-1141
[9]   COMPUTATIONAL-COMPLEXITY OF THE CAPACITATED LOT SIZE PROBLEM [J].
BITRAN, GR ;
YANASSE, HH .
MANAGEMENT SCIENCE, 1982, 28 (10) :1174-1186
[10]   Dynamic capacitated lot-sizing problems: a classification and review of solution approaches [J].
Buschkuehl, Lisbeth ;
Sahling, Florian ;
Helber, Stefan ;
Tempelmeier, Horst .
OR SPECTRUM, 2010, 32 (02) :231-261