Production planning and scheduling in the glass container industry: A VNS approach

被引:59
作者
Almada-Lobo, Bernardo [1 ]
Oliveira, Jose F. [1 ,2 ]
Carravilla, Maria Antonia [1 ,2 ]
机构
[1] Univ Porto, Fac Engn, P-4200465 Oporto, Portugal
[2] FEUP, Inst Engn Sistemas & Computadores Porto Campus, P-4200465 Oporto, Portugal
关键词
metaheuristics; VNS; glass container industry; production planning and scheduling; color changeover;
D O I
10.1016/j.ijpe.2007.02.052
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Inspired by a case study, this paper reports a successful application of VNS to the production planning and scheduling problem that arises in the glass container industry. This is a multi-facility production system, where each facility has a set of furnaces where the glass paste is produced in order to meet the demand, being afterwards distributed to a set of parallel molding machines. Since the neighborhoods used are not nested, they are not ordered by increasing sizes, but by means of a new empirical measure to assess the distance between any two solutions. Neighborhood sizes decrease significantly through-out the search thus suggesting the use of a scheme in which efficiency is placed. over effectiveness in a first step, and the opposite in a second step. We test this variant as well as other two with a real-world problem instance from our case study. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:363 / 375
页数:13
相关论文
共 15 条
[1]   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
[2]  
ALMADALOBO B, 2006, NEW HIERARCHICAL PRO, P23
[3]  
BESTEN M, 2001, MIC 2001
[4]   HIERARCHICAL PRODUCTION PLANNING - A 2-STAGE SYSTEM [J].
BITRAN, GR ;
HAAS, EA ;
HAX, AC .
OPERATIONS RESEARCH, 1982, 30 (02) :232-251
[5]   Lot sizing problem on a paper machine under a cyclic production approach [J].
Bouchriha, Hanen ;
Ouhimmou, Mustapha ;
D'Amours, Sophie .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2007, 105 (02) :318-328
[6]   An iterated dynasearch algorithm for the single-machine total weighted tardiness scheduling problem [J].
Congram, RK ;
Potts, CN ;
van de Velde, SL .
INFORMS JOURNAL ON COMPUTING, 2002, 14 (01) :52-67
[7]   Variable neighborhood search: Principles and applications [J].
Hansen, P ;
Mladenovic, N .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 130 (03) :449-467
[8]  
Hansen P., 2003, G200346 GERAD HEC
[9]  
HANSEN P, 2003, HDB METAHEURISTICS, P145
[10]   The capacitated lot sizing problem: a review of models and algorithms [J].
Karimi, B ;
Ghomi, SMTF ;
Wilson, JM .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2003, 31 (05) :365-378