Hybrid approach for the two-dimensional bin packing problem with two-staged patterns

被引:6
|
作者
Cui, Yaodong [1 ,2 ]
Yao, Yi [1 ,2 ]
Cui, Yi-Ping [2 ]
机构
[1] Guangxi Univ, Coll Comp & Elect Informat, Nanning 530004, Peoples R China
[2] S China Univ Technol, Sch Business Adm, Guangzhou 510641, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
two-dimensional bin packing; two-staged patterns; integer programming; column generation; HEURISTICS; MODELS;
D O I
10.1111/itor.12188
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper presents a two-phase heuristic approach for the two-dimensional bin packing problem with two-staged patterns and nonoriented items. A solution is generated in each phase and the better one is selected. Residual problems are solved by column generation in the first phase, where a partial admitting procedure is used to admit some of the patterns into the phase-1 solution. The second solution is obtained from solving an integer linear programming problem over the set of all patterns generated in the first phase, where a time limit is used and subsequently the solution may not be optimal over the pattern set. The computational results indicate that the approach yields the best solution quality among the heuristics that use two-staged or more complex patterns.
引用
收藏
页码:539 / 549
页数:11
相关论文
共 50 条
  • [1] Hybrid flower pollination algorithm approach for the two-dimensional bin packing problem
    Gezici, Harun
    Livatyali, Haydar
    [J]. JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, 2022, 37 (03): : 1523 - 1534
  • [2] Two-staged guillotine cut, two-dimensional bin packing optimisation with flexible bin size for steel mother plate design
    Wy, Juyoung
    Kim, Byung-In
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2010, 48 (22) : 6799 - 6820
  • [3] Triple-solution approach for the strip packing problem with two-staged patterns
    Yi-Ping Cui
    Yongwu Zhou
    Yaodong Cui
    [J]. Journal of Combinatorial Optimization, 2017, 34 : 588 - 604
  • [4] Triple-solution approach for the strip packing problem with two-staged patterns
    Cui, Yi-Ping
    Zhou, Yongwu
    Cui, Yaodong
    [J]. JOURNAL OF COMBINATORIAL OPTIMIZATION, 2017, 34 (02) : 588 - 604
  • [5] Algorithms for the constrained two-staged two-dimensional cutting problem
    Hifi, Mhand
    M'Hallah, Rym
    Saadi, Toufik
    [J]. INFORMS JOURNAL ON COMPUTING, 2008, 20 (02) : 212 - 221
  • [6] A Parallel Algorithm for Constrained Fixed Two-Staged Two-Dimensional Cutting/Packing Problems
    Hifi, M.
    Negre, S.
    Saadi, T.
    [J]. CIE: 2009 INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2009, : 328 - 330
  • [7] Heuristic for the rectangular two-dimensional single stock size cutting stock problem with two-staged patterns
    Cui, Yaodong
    Zhao, Zhigang
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2013, 231 (02) : 288 - 298
  • [8] Approximation algorithms for the two-dimensional bin packing problem
    Lodi, A
    Martello, S
    Vigo, D
    [J]. FIRST INTERNATIONAL CONFERENCE ON OPERATIONS AND QUANTITATIVE MANAGEMENT, VOL 1 AND 2, 1997, : 177 - 184
  • [9] Two-dimensional Bin Packing Problem in batch scheduling
    Koblasa, Frantisek
    Vavrousek, Miroslav
    Manlig, Frantisek
    [J]. 33RD INTERNATIONAL CONFERENCE MATHEMATICAL METHODS IN ECONOMICS (MME 2015), 2015, : 354 - 359
  • [10] An agent-based approach to the two-dimensional guillotine bin packing problem
    Polyakovsky, Sergey
    M'Hallah, Rym
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 192 (03) : 767 - 781