Local search algorithms for the two dimensional cutting stock problem

被引:0
|
作者
Imahori, S [1 ]
Yagiura, M [1 ]
Adachi, S [1 ]
Ibaraki, T [1 ]
Umetani, S [1 ]
机构
[1] Kyoto Univ, Grad Sch Informat, Dept Appl Math & Phys, Kyoto 6068501, Japan
关键词
two dimensional cutting stock problem; linear programming; rectangle packing; neighborhood; local search;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We consider the two dimensional cutting stock problem, which arises in many industries. In recent industrial applications, it is argued that the setup costs for changing patterns become more dominant and it is impractical to use many different patterns. Therefore, we consider the pattern restricted two dimensional cutting stock problem, in which the total number of applications of cutting patterns is minimized while the number of different cutting patterns is given as a parameter n. For this problem, we develop a local search algorithm. As the size of the neighborhood plays a crucial role in determining the efficiency of local search, we propose to use linear programming techniques for the purpose of restricting the number of solutions in the neighborhood. To determine a cutting pattern in each solution, we have to place all products (rectangles) in the two dimensional area without mutual overlap. For this purpose, we develop a heuristic algorithm using an existing rectangle packing algorithm with a coding scheme called sequence pair. Finally, we generate random test instances of this problem, and conduct computational experiments to see the effectiveness of the proposed algorithm.
引用
收藏
页码:334 / 339
页数:6
相关论文
共 50 条
  • [21] Applications of genetic search and simulated annealing to the two-dimensional non-guillotine cutting stock problem
    Leung, TW
    Yung, CH
    Troutt, MD
    COMPUTERS & INDUSTRIAL ENGINEERING, 2001, 40 (03) : 201 - 214
  • [22] Two-Dimensional Cutting Stock Problem:: shared memory parallelizations
    Garcia, Luis
    Leon, Coromoto
    Miranda, Gara
    Rodriguez, Casiano
    PAR ELEC 2006: INTERNATIONAL SYMPOSIUM ON PARALLEL COMPUTING IN ELECTRICAL ENGINEERING, PROCEEDINGS, 2006, : 438 - +
  • [23] The Two-Dimensional Guillotine Cutting Stock Problem with Stack Constraints
    Bogue, Eduardo T.
    Guimaraes, Marcos V. A.
    Noronha, Thiago F.
    Pereira, Armando H.
    Carvalho, Iago A.
    Urrutia, Sebastian
    2021 XLVII LATIN AMERICAN COMPUTING CONFERENCE (CLEI 2021), 2021,
  • [24] Extended block patterns for the two-dimensional cutting stock problem
    Cui, Yaodong
    ENGINEERING OPTIMIZATION, 2012, 44 (06) : 657 - 672
  • [25] Models for the two-dimensional two-stage cutting stock problem with multiple stock size
    Furini, Fabio
    Malaguti, Enrico
    COMPUTERS & OPERATIONS RESEARCH, 2013, 40 (08) : 1953 - 1962
  • [26] Heuristics for the two-dimensional cutting stock problem with usable leftover
    Chen, Qiulian
    Chen, Yan
    INTELLIGENT DATA ANALYSIS, 2024, 28 (02) : 591 - 611
  • [27] Two dimensional guillotine cutting stock and scheduling problem in printing industry
    Mostajabdaveh, Mahdi
    Salman, F. Sibel
    Tahmasbi, Nadia
    COMPUTERS & OPERATIONS RESEARCH, 2022, 148
  • [28] A PRACTICAL SOLUTION TO A FUZZY TWO-DIMENSIONAL CUTTING STOCK PROBLEM
    VASKO, FJ
    WOLF, FE
    STOTT, KL
    FUZZY SETS AND SYSTEMS, 1989, 29 (03) : 259 - 275
  • [29] Algorithms for the constrained two-staged two-dimensional cutting problem
    Hifi, Mhand
    M'Hallah, Rym
    Saadi, Toufik
    INFORMS JOURNAL ON COMPUTING, 2008, 20 (02) : 212 - 221
  • [30] An improved heuristic for the two-dimensional cutting stock problem with multiple sized stock sheets
    El-Bouri, Ahmed
    Rao, Jinsong
    Popplewell, Neil
    Balakrishnan, S.
    INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, 2006, 13 (02): : 198 - 206