Arc-flow formulation and branch-and-price-and-cut algorithm for the bin-packing problem with fragile objects

被引:0
作者
Wang, Sunkanghong [1 ]
Yao, Shaowen [1 ]
Zhang, Hao [1 ]
Liu, Qiang [1 ]
Wei, Lijun [1 ]
机构
[1] Guangdong Univ Technol, Guangdong Prov Key Lab Comp Integrated Mfg Syst, State Key Lab Precis Elect Mfg Technol & Equipment, Guangzhou 510006, Peoples R China
关键词
Packing; Fragile objects; Exact algorithm; Branch-and-price-and-cut; Arc-flow; ALLOCATION;
D O I
10.1016/j.cor.2024.106878
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This study introduces an arc-flow formulation and the first branch-and-price-and-cut (BPC) algorithm designed to solve the bin-packing problem with fragile objects (BPPFO). This variant of the bin-packing problem originates in the field of telecommunications, particularly in the allocation of cellular calls to frequency channels. The arc-flow formulation is inspired by previous studies and modifies the graph construction method to accommodate fragility constraints. We proved the correctness of this formulation and demonstrated its superiority in instances with small maximum fragility through extensive experiments. The proposed BPC algorithm leverages advanced cutting and packing techniques and incorporates innovative elements such as problem reduction, additional cutting planes, and a label-setting-based exact pricing algorithm. The experimental results demonstrate that the proposed BPC algorithm is highly competitive with the state-of-the-art algorithm for solving the BPPFO and can successfully solve several previously unsolved instances.
引用
收藏
页数:14
相关论文
共 41 条
  • [1] A Numerically Exact Algorithm for the Bin-Packing Problem
    Baldacci, Roberto
    Coniglio, Stefano
    Cordeau, Jean-Francois
    Furini, Fabio
    [J]. INFORMS JOURNAL ON COMPUTING, 2024, 36 (01) : 141 - 162
  • [2] Efficient algorithms for real-life instances of the variable size bin packing problem
    Bang-Jensen, Jorgen
    Larsen, Rune
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2012, 39 (11) : 2848 - 2857
  • [3] Bansal N, 2002, INT FED INFO PROC, V96, P38
  • [4] Bin-packing with fragile objects and frequency allocation in cellular networks
    Bansal, Nikhil
    Liu, Zhen
    Sankar, Arvind
    [J]. WIRELESS NETWORKS, 2009, 15 (06) : 821 - 830
  • [5] Mathematical models and exact algorithms for the Colored Bin Packing Problem
    Borges, Yulle G. F.
    Schouery, Rafael C. S.
    Miyazawa, Flavio K.
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2024, 164
  • [6] Bin packing and related problems: General arc-flow formulation with graph compression
    Brandao, Filipe
    Pedroso, Joao Pedro
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2016, 69 : 56 - 67
  • [7] Online bin packing of fragile objects with application in cellular networks
    Chan, Wun-Tat
    Chin, Francis Y. -L.
    Ye, Deshi
    Zhang, Guochuan
    Zhang, Yong
    [J]. JOURNAL OF COMBINATORIAL OPTIMIZATION, 2007, 14 (04) : 427 - 435
  • [8] ALGORITHM FOR 2-DIMENSIONAL CUTTING PROBLEMS
    CHRISTOFIDES, N
    WHITLOCK, C
    [J]. OPERATIONS RESEARCH, 1977, 25 (01) : 30 - 44
  • [9] Lower and upper bounds for the Bin Packing Problem with Fragile Objects
    Clautiaux, Francois
    Dell'Amico, Mauro
    Iori, Manuel
    Khanafer, Ali
    [J]. DISCRETE APPLIED MATHEMATICS, 2014, 163 : 73 - 86
  • [10] Coffman Jr E.G., 2013, HDB COMBINATORIAL OP, P455, DOI DOI 10.1007/978-1-4419-7997-135