Capacitated lot sizing and scheduling with parallel machines and shared buffers: A case study in a packaging company

被引:63
作者
Marinelli, Fabrizio
Nenni, Maria Elena
Sforza, Antonio
机构
[1] Univ Aquila, Dipartimento Informat, I-67100 Laquila, Italy
[2] Univ Naples Federico II, Dipartimento Progettaz & Gest Inf, I-80125 Naples, Italy
[3] Univ Naples Federico II, Dipartimento Informat & Sistemist, I-80125 Naples, Italy
关键词
lot sizing; scheduling; packaging;
D O I
10.1007/s10479-006-0157-x
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
The aim of this work is to propose a solution approach for a capacitated lot sizing and scheduling real problem with parallel machines and shared buffers, arising in a packaging company producing yoghurt. The problem has been formulated as a hybrid Continuous Set-up and Capacitated Lot Sizing Problem (CSLP-CLSP). A new effective two stage optimisation heuristic based on the decomposition of the problem into a lot sizing problem and a scheduling problem has been developed. An assignment of mixture to buffers is made in the first stage, and therefore the corresponding orders are scheduled on the production lines by performing a local search. Computational tests have been performed on the real data provided by the company. The heuristic exhibits near-optimal solutions, all obtained in a very short computational time.
引用
收藏
页码:177 / 192
页数:16
相关论文
共 34 条
[1]   THE DYNAMIC LINE ALLOCATION PROBLEM [J].
AHMADI, RH ;
DASU, S ;
TANG, CS .
MANAGEMENT SCIENCE, 1992, 38 (09) :1341-1353
[2]   DETERMINING LOT SIZES AND RESOURCE REQUIREMENTS - A REVIEW [J].
BAHL, HC ;
RITZMAN, LP ;
GUPTA, JND .
OPERATIONS RESEARCH, 1987, 35 (03) :329-345
[3]   An heuristic algorithm for a multi-product, single machine capacitated production scheduling problem [J].
Bankston, JB ;
Harnett, RM .
COMPUTERS & OPERATIONS RESEARCH, 2000, 27 (01) :77-92
[4]   STRONG FORMULATIONS FOR MULTI-ITEM CAPACITATED LOT SIZING [J].
BARANY, I ;
VANROY, TJ ;
WOLSEY, LA .
MANAGEMENT SCIENCE, 1984, 30 (10) :1255-1261
[5]   SET PARTITIONING AND COLUMN GENERATION HEURISTICS FOR CAPACITATED DYNAMIC LOTSIZING [J].
CATTRYSSE, D ;
MAES, J ;
VANWASSENHOVE, LN .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1990, 46 (01) :38-47
[6]   A DUAL ASCENT AND COLUMN GENERATION HEURISTIC FOR THE DISCRETE LOTSIZING AND SCHEDULING PROBLEM WITH SETUP TIMES [J].
CATTRYSSE, D ;
SALOMON, M ;
KUIK, R ;
VANWASSENHOVE, LN .
MANAGEMENT SCIENCE, 1993, 39 (04) :477-486
[7]  
Chen W.-H., 1990, Annals of Operations Research, V26, P29, DOI 10.1007/BF02248584
[8]   A STATE-OF-THE-ART REVIEW OF PARALLEL-MACHINE SCHEDULING RESEARCH [J].
CHENG, TCE ;
SIN, CCS .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1990, 47 (03) :271-292
[9]   THE PERFORMANCE OF ROLLING PRODUCTION SCHEDULES IN A PROCESS INDUSTRY [J].
DEMATTA, R ;
GUIGNARD, M .
IIE TRANSACTIONS, 1995, 27 (05) :564-573
[10]   STUDYING THE EFFECTS OF PRODUCTION LOSS DUE TO SETUP IN DYNAMIC PRODUCTION SCHEDULING [J].
DEMATTA, R ;
GUIGNARD, M .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1994, 72 (01) :62-73