Tactical Production and Lot Size Planning with Lifetime Constraints: A Comparison of Model Formulations

被引:2
作者
Raiconi, Andrea [1 ]
Pahl, Julia [2 ]
Gentili, Monica [1 ,3 ]
Voss, Stefan [4 ,5 ]
Cerulli, Raffaele [1 ]
机构
[1] Univ Salerno, Dept Math, Salerno, Italy
[2] Univ Southern Denmark, Dept Technol & Innovat, SDU Engn Operat Management, Odense, Denmark
[3] Univ Louisville, Dept Ind Engn, JB Speed Sch Engn, Louisville, KY 40292 USA
[4] Univ Hamburg, Inst Informat Syst, Hamburg, Germany
[5] Pontificia Univ Catolica Valparaiso, Escuela Ingn Ind, Valparaiso, Chile
关键词
Tactical production planning; lot sizing; lifetime constraints; perishability; mathematical models; DEPENDENT SETUP COSTS; SIZING PROBLEM; SCHEDULING PROBLEM; TIMES; DETERIORATION; HEURISTICS; ALGORITHMS; COMPLEXITY; SYSTEMS;
D O I
10.1142/S0217595917500191
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this work, we face a variant of the capacitated lot sizing problem. This is a classical problem addressing the issue of aggregating lot sizes for a finite number of discrete periodic demands that need to be satisfied, thus setting up production resources and eventually creating inventories, while minimizing the overall cost. In the proposed variant we take into account lifetime constraints, which model products with maximum fixed shelflives due to several possible reasons, including regulations or technical obsolescence. We propose four formulations, derived from the literature on the classical version of the problem and adapted to the proposed variant. An extensive experimental phase on two datasets from the literature is used to test and compare the performance of the proposed formulations.
引用
收藏
页数:24
相关论文
共 38 条
[1]   LP-based heuristics for the capacitated lot-sizing problem: the interaction of model formulation and solution algorithm [J].
Alfieri, A ;
Brandimarte, P ;
D'Orazio, S .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2002, 40 (02) :441-458
[2]   Multi-Objective Lot-Sizing and Scheduling Dealing with Perishability Issues [J].
Amorim, Pedro ;
Antunes, Carlos H. ;
Almada-Lobo, Bernardo .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2011, 50 (06) :3371-3381
[3]  
[Anonymous], 2006, J BUS ECON STAT, DOI DOI 10.1007/S11573-006-0061-5
[4]  
[Anonymous], Z OPERATIONS RES
[5]   STRONG FORMULATIONS FOR MULTI-ITEM CAPACITATED LOT SIZING [J].
BARANY, I ;
VANROY, TJ ;
WOLSEY, LA .
MANAGEMENT SCIENCE, 1984, 30 (10) :1255-1261
[6]   bc-prod:: A specialized branch-and-cut system for lot-sizing problems [J].
Belvaux, G ;
Wolsey, LA .
MANAGEMENT SCIENCE, 2000, 46 (05) :724-738
[7]   Modelling practical lot-sizing problems as mixed-integer programs [J].
Belvaux, G ;
Wolsey, LA .
MANAGEMENT SCIENCE, 2001, 47 (07) :993-1007
[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]   Manufacturing systems with random breakdowns and deteriorating items [J].
Boukas, EK ;
Liu, ZK .
AUTOMATICA, 2001, 37 (03) :401-408