Heuristic approaches to solve a two-stage lot sizing and scheduling problem

被引:6
作者
Pinho Schimidt, Talita Mariana [1 ]
Cassius Tadeu, Scarpin [1 ]
Valentim Loch, Gustavo [1 ]
Schenekemberg, Cleder Marcos [1 ]
机构
[1] Univ Fed Parana, Grp Tecnol Aplicado Otimizacao, Curitiba, Parana, Brazil
关键词
Lot sizing; IEEE transactions; Processor scheduling; Parallel machines; Acceleration; Mathematical model; Lot sizing and scheduling; Buffer between stages; Time lags; Decomposition heuristics; GENETIC ALGORITHM; FIX;
D O I
10.1109/TLA.2019.8863314
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses the two-stage lot sizing and scheduling problem considering the production environment with parallel machines. The aim of this problem is to ensure the synchrony between the stages through of the integrated lot sizing and scheduling decisions. In addition, we consider the presence of a buffer between the production stages with minimum and maximum time lags of the items. Reprocessing, discarding and acceleration costs are considered when the permanence times of the items in the buffer are not respected. Two mathematical models and several heuristics strategies based on decomposition of the problem are presented to solve real data adapted instances. The results showed that our heuristic strategies can achieve competitive solutions in short computational time, outperforming the solutions provided by the optimization solver.
引用
收藏
页码:434 / 443
页数:10
相关论文
共 27 条
  • [1] A Hybrid Genetic Algorithm for solving the Unrelated Parallel Machine Scheduling problem with Sequence Dependent Setup Times
    Abreu, L. R.
    Prata, B. A.
    [J]. IEEE LATIN AMERICA TRANSACTIONS, 2018, 16 (06) : 1715 - 1722
  • [2] Production planning and scheduling in the glass container industry: A VNS approach
    Almada-Lobo, Bernardo
    Oliveira, Jose F.
    Carravilla, Maria Antonia
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2008, 114 (01) : 363 - 375
  • [3] An optimization approach for the lot sizing and scheduling problem in the brewery industry
    Baldo, Tamara A.
    Santos, Maristela O.
    Almada-Lobo, Bernardo
    Morabito, Reinaldo
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2014, 72 : 58 - 71
  • [4] Three time-based scale formulations for the two-stage lot sizing and scheduling in process industries
    Camargo, V. C. B.
    Toledo, F. M. B.
    Almada-Lobo, B.
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2012, 63 (11) : 1613 - 1630
  • [5] Copil K, 2016, OR SPECTR
  • [6] ON PRACTICAL RESOURCE-ALLOCATION FOR PRODUCTION PLANNING AND SCHEDULING WITH PERIOD OVERLAPPING SETUPS
    DILLENBERGER, C
    ESCUDERO, LF
    WOLLENSAK, A
    WU, Z
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1994, 75 (02) : 275 - 286
  • [7] A fix-and-optimize heuristic for the high school timetabling problem
    Dorneles, Arton P.
    de Araujo, Olinto C. B.
    Buriol, Luciana S.
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2014, 52 : 29 - 38
  • [8] On a fix-and-relax framework for a class of project scheduling problems
    Escudero, LF
    Salmeron, J
    [J]. ANNALS OF OPERATIONS RESEARCH, 2005, 140 (01) : 163 - 188
  • [9] Single-stage formulations for synchronised two-stage lot sizing and scheduling in soft drink production
    Ferreira, Deisemara
    Clark, Alistair R.
    Almada-Lobo, Bernardo
    Morabito, Reinaldo
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2012, 136 (02) : 255 - 265
  • [10] Relax and fix heuristics to solve one-stage one-machine lot-scheduling models for small-scale soft drink plants
    Ferreira, Deisemara
    Morabito, Reinaldo
    Rangel, Socorro
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2010, 37 (04) : 684 - 691