Mathematical model and solution approaches for integrated lot-sizing, scheduling and cutting stock problems

被引:20
|
作者
Melega, Gislaine Mara [1 ]
de Araujo, Silvio Alexandre [2 ]
Morabito, Reinaldo [1 ]
机构
[1] Univ Fed Sao Carlos, Dept Engn Prod, Rodovia Washington Luis Km 235, BR-13565905 Sao Carlos, SP, Brazil
[2] Univ Estadual Paulista, Dept Matemat, Inst Biociencias Letras & Ciencias Exatas, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
Cutting stock and scheduling problems; Lot-sizing and scheduling problems; Sequence-dependent setups; Price-and-branch approaches; SUBTOUR ELIMINATION; HEURISTIC APPROACH; NUMBER; OPTIMIZATION; FIX; ALGORITHM; MINIMIZE; SEARCH; BOUNDS; SOLVE;
D O I
10.1007/s10479-020-03764-9
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 paper, we address a two-stage integrated lot-sizing, scheduling and cutting stock problem with sequence-dependent setup times and setup costs. In production stage one, a cutting machine is used to cut large objects into smaller pieces, in which cutting patterns are generated and used to cut the pieces, and should be sequenced in order to obtain a complete cutting plan for the problem. The cut pieces, from production stage one, are used to assemble final products in production stage two, where the final products are scheduled in order to meet the client's demands. To solve the two-stage integrated problem, we present solution methods based on a price-and-branch approach, in which a column generation procedure is proposed to generate columns and the integer problem is solved by decomposition solution approaches. A computational study is conducted using randomly generated data and an analysis showing the impact of the solution approaches in the two-stage integrated problem is presented. In addition, the performance and benefits of the integrated approach are compared to an empirical simulation of the common practice (sequential approach).
引用
收藏
页码:695 / 736
页数:42
相关论文
共 50 条
  • [1] Mathematical model and solution approaches for integrated lot-sizing, scheduling and cutting stock problems
    Gislaine Mara Melega
    Silvio Alexandre de Araujo
    Reinaldo Morabito
    [J]. Annals of Operations Research, 2020, 295 : 695 - 736
  • [2] Classification and literature review of integrated lot-sizing and cutting stock problems
    Melega, Gislaine Mara
    de Araujo, Silvio Alexandre
    Jans, Raf
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018, 271 (01) : 1 - 19
  • [3] A Bi-Integrated Model for coupling lot-sizing and cutting-stock problems
    Ayres, Amanda O. C.
    Campello, Betania S. C.
    Oliveira, Washington A.
    Ghidini, Carla T. L. S.
    [J]. OR SPECTRUM, 2021, 43 (04) : 1047 - 1076
  • [4] A Bi-Integrated Model for coupling lot-sizing and cutting-stock problems
    Amanda O. C. Ayres
    Betania S. C. Campello
    Washington A. Oliveira
    Carla T. L. S. Ghidini
    [J]. OR Spectrum, 2021, 43 : 1047 - 1076
  • [5] A multiobjective integrated model for lot sizing and cutting stock problems
    Campello, B. S. C.
    Ghidini, C. T. L. S.
    Ayres, A. O. C.
    Oliveira, W. A.
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2020, 71 (09) : 1466 - 1478
  • [6] An extended goal programming model for the multiobjective integrated lot-sizing and cutting stock problem
    Oliveira, Washington A.
    Fiorotto, Diego J.
    Song, Xiang
    Jones, Dylan F.
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2021, 295 (03) : 996 - 1007
  • [7] An Integrated Approach to the Lot Sizing and Cutting Stock Problems
    Malik, M. M.
    Qiu, M.
    Taplin, J.
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4, 2009, : 1111 - 1115
  • [8] The integrated lot-sizing and cutting stock problem under demand uncertainty
    Curcio, Eduardo
    de Lima, Vinicius L.
    Miyazawa, Flavio K.
    Silva, Elsa
    Amorim, Pedro
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2023, 61 (20) : 6691 - 6717
  • [9] Integrated lot-sizing and cutting stock problem applied to the mattress industry
    Christofoletti, Mauricio Moz
    de Araujo, Silvio Alexandre
    Cherri, Adriana Cristina
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2021, 72 (06) : 1279 - 1293
  • [10] An analysis of the integrated lot-sizing and cutting-stock problem formulation
    Pierini, Livia Maria
    Poldi, Kelly Cristina
    [J]. APPLIED MATHEMATICAL MODELLING, 2021, 99 : 155 - 165