A constructive heuristic for the two-dimensional bin packing based on value correction

被引:0
|
作者
Yao, Yi [1 ,2 ]
Lai, Chaoan [1 ]
Cui, Yaodong [2 ]
机构
[1] South China Univ Technol, Sch Business Adm, Guangzhou 510640, Guangdong, Peoples R China
[2] Guangxi Univ, Coll Comp & Elect Informat, Nanning 530004, Peoples R China
基金
中国国家自然科学基金;
关键词
two-dimensional bin packing; value correction; guillotine cut; heuristic; space merging; optimisation algorithm;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A heuristic approach for two-dimensional bin packing problems with guillotine-cut constraint is proposed to minimise bin usage by maximising space efficiency given fixed dimensions. Three effective concepts are combined into a single coherent heuristic: (1) higher value and packing priority is assigned to items considered more difficult to pack into residual spaces; (2) packing spaces are selected in descending order of area; and (3) expanding or merging residual small spaces will improve the utilisation rate, and unusable space should be added to the residual adjacent space set. Computational experiments on benchmark test sets suggest the approach rivals existing packing methods with potential for use in the two patterns of both RG and OG.
引用
收藏
页码:12 / 21
页数:10
相关论文
共 50 条
  • [41] A MIP-based slicing heuristic for three-dimensional bin packing
    Samir Elhedhli
    Fatma Gzara
    Yi Feng Yan
    Optimization Letters, 2017, 11 : 1547 - 1563
  • [42] Evolutionary based heuristic for bin packing problem
    Stawowy, Adam
    COMPUTERS & INDUSTRIAL ENGINEERING, 2008, 55 (02) : 465 - 474
  • [43] Two-layer heuristic for the three-dimensional bin design and packing problem
    Yang, Ying
    Wu, Zili
    Hao, Xiaodeng
    Liu, Huiqiang
    Qi, Mingyao
    ENGINEERING OPTIMIZATION, 2023,
  • [44] A MIP-based slicing heuristic for three-dimensional bin packing
    Elhedhli, Samir
    Gzara, Fatma
    Yan, Yi Feng
    OPTIMIZATION LETTERS, 2017, 11 (08) : 1547 - 1563
  • [45] Correction to: A hierarchical hyper-heuristic for the bin packing problem
    Francesca Guerriero
    Francesco Paolo Saccomanno
    Soft Computing, 2023, 27 (18) : 13011 - 13011
  • [46] Two-dimensional on-line bin packing problem with rotatable items
    Fujita, S
    Hada, T
    COMPUTING AND COMBINATORICS, PROCEEDINGS, 2000, 1858 : 210 - 220
  • [47] A tale of two dimensional bin packing
    Bansal, N
    Lodi, A
    Sviridenko, M
    46TH ANNUAL IEEE SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE, PROCEEDINGS, 2005, : 657 - 666
  • [48] A Weight Annealing Algorithm for Solving Two-dimensional Bin Packing Problems
    Loh, Kok-Hua
    Golden, Bruce
    Wasil, Edward
    OPERATIONS RESEARCH AND CYBER-INFRASTRUCTURE, 2009, : 121 - +
  • [49] Heuristics for the two-dimensional irregular bin packing problem with limited rotations
    Cai, Sifan
    Deng, Jie
    Lee, Loo Hay
    Chew, Ek Peng
    Li, Haobin
    COMPUTERS & OPERATIONS RESEARCH, 2023, 160
  • [50] Two-dimensional on-line bin packing problem with rotatable items
    Fujita, S
    Hada, T
    THEORETICAL COMPUTER SCIENCE, 2002, 289 (02) : 939 - 952