The two-dimensional cutting stock problem with usable leftovers: mathematical modelling and heuristic approaches

被引:5
|
作者
do Nascimento, Douglas Nogueira [1 ]
Cherri, Adriana Cristina [1 ]
Oliveira, Jose Fernando [2 ]
机构
[1] Sao Paulo State Univ, UNESP, Bauru, SP, Brazil
[2] Univ Porto, Porto, Portugal
基金
巴西圣保罗研究基金会;
关键词
Two-dimensional cutting stock problem; Usable leftovers; Mathematical modelling; Exact methods; Heuristic procedure; LINEAR-PROGRAMMING APPROACH; ALGORITHMS;
D O I
10.1007/s12351-022-00735-9
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
Different variations of the classic cutting stock problem (CSP) have emerged and presented increasingly complex challenges for scientists and researchers. One of these variations, which is the central subject of this work, is the two-dimensional cutting stock problem with usable leftovers (2D-CSPUL). In these problems, leftovers can be generated to reduce waste. This technique has great practical importance for many companies, with a strong economic and environmental impact. In this paper, a non-linear mathematical model and its linearization are proposed to represent the 2D-CSPUL. Due to the complexity of the model, a heuristic procedure was also proposed. Computational tests were performed with instances from the literature and randomly generated instances. The results demonstrate that the proposed model and the heuristic procedure satisfactorily solve the problem, proving to be adequate and beneficial tools when applied to real situations.
引用
收藏
页码:5363 / 5403
页数:41
相关论文
共 50 条
  • [21] Sequential grouping heuristic for the two-dimensional cutting stock problem with pattern reduction
    Cui, Yaodong
    Yang, Liu
    Zhao, Zhigang
    Tang, Tianbing
    Yin, Mengxiao
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2013, 144 (02) : 432 - 439
  • [22] A GRASP meta-heuristic for two-dimensional irregular cutting stock problem
    S. A. MirHassani
    A. Jalaeian Bashirzadeh
    The International Journal of Advanced Manufacturing Technology, 2015, 81 : 455 - 464
  • [23] Sustainable operations: The cutting stock problem with usable leftovers from a sustainable perspective
    Coelho, Karen Rocha
    Cherri, Adriana Cristina
    Baptista, Edmea Cassia
    Jabbour, Charbel Jose Chiappetta
    Soler, Edilaine Martins
    JOURNAL OF CLEANER PRODUCTION, 2017, 167 : 545 - 552
  • [24] MIP models for two-dimensional non-guillotine cutting problems with usable leftovers
    Andrade, Ricardo
    Birgin, Ernesto G.
    Morabito, Reinaldo
    Ronconi, Debora P.
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2014, 65 (11) : 1649 - 1663
  • [25] Pattern-based diving heuristics for a two-dimensional guillotine cutting-stock problem with leftovers
    Clautiaux, Francois
    Sadykov, Ruslan
    Vanderbeck, Francois
    Viaud, Quentin
    EURO JOURNAL ON COMPUTATIONAL OPTIMIZATION, 2019, 7 (03) : 265 - 297
  • [26] One-dimensional stock cutting: optimization of usable leftovers in consecutive orders
    Luka Tomat
    Mirko Gradišar
    Central European Journal of Operations Research, 2017, 25 : 473 - 489
  • [27] One-dimensional stock cutting: optimization of usable leftovers in consecutive orders
    Tomat, Luka
    Gradisar, Mirko
    CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH, 2017, 25 (02) : 473 - 489
  • [28] Heuristic for the rectangular two-dimensional single stock size cutting stock problem with two-staged patterns
    Cui, Yaodong
    Zhao, Zhigang
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2013, 231 (02) : 288 - 298
  • [29] A TWO-STEP MATH HEURISTIC SOLUTION APPROACH FOR THE TWO-DIMENSIONAL CUTTING STOCK PROBLEM
    Erdem, Banu Icmen
    Kasimbeyli, Refail
    JOURNAL OF NONLINEAR AND CONVEX ANALYSIS, 2023, 24 (04) : 681 - 699
  • [30] A NEW HEURISTIC ALGORITHM FOR TWO-DIMENSIONAL DEFECTIVE STOCK GUILLOTINE CUTTING STOCK PROBLEM WITH MULTIPLE STOCK SIZES
    Jin, Maozhu
    Ge, Pen
    Ren, Peiyu
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2015, 22 (05): : 1107 - 1116