An iteratively doubling local search for the two-dimensional irregular bin packing problem with limited rotations

被引:12
|
作者
Zhang, Hao [1 ]
Liu, Qiang [1 ]
Wei, Lijun [1 ]
Zeng, Jiawei [1 ]
Leng, Jiewu [1 ]
Yan, Duxi [1 ]
机构
[1] Guangdong Univ Technol, State Key Lab Precis Elect Mfg Technol & Equipmen, Guangdong Prov Key Lab Comp Integrated Mfg Syst, Guangzhou 510006, Peoples R China
基金
国家重点研发计划; 中国博士后科学基金;
关键词
Packing; Irregular bin packing; Local search; ALGORITHM; HEURISTICS;
D O I
10.1016/j.cor.2021.105550
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper proposes an iteratively doubling local search approach for the two-dimensional irregular bin packing problem (2DIRBPP) with limited rotations, whose objective is to pack a given set of irregular pieces into the minimum number of rectangular bins. The allowable angles of each piece are limited. To solve this problem, a waste least first decreasing strategy is introduced to assign the piece to the bins. A simple greedy local search approach by moving the pieces from one bin to another is utilized to improve the solution. We adapt an overlap minimization approach to solving the one bin placement problem. The classical bottom-left method is utilized to generate the initial position for each piece, and the random local search by exchanging the positions of two pieces is used to minimize the overlap. Moreover, a novel warm start and an iteratively doubling search strategy are proposed to speed up the search process. The standard benchmark results show that our approach improves the results for most of the instances in the literature.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] Optimization of a Dish Cart Storage using the Two-Dimensional Single Bin Packing Problem
    Lee, Kang-Hee
    Khil, A-Ra
    APPLIED MATHEMATICS & INFORMATION SCIENCES, 2014, 8 (05): : 2229 - 2236
  • [32] Filtered beam search algorithm for the two-dimensional rectangular packing problem
    Chen, Mao
    Peng, Xicheng
    Tang, Xiangyang
    INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2025,
  • [33] Sequence based heuristics for two-dimensional bin packing problems
    Alvelos, Filipe
    Chan, T. M.
    Vilaca, Paulo
    Gomes, Tiago
    Silva, Elsa
    Valerio de Carvalho, J. M.
    ENGINEERING OPTIMIZATION, 2009, 41 (08) : 773 - 791
  • [34] The two-dimensional vector packing problem with general costs
    Hu, Qian
    Wei, Lijun
    Lim, Andrew
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2018, 74 : 59 - 69
  • [35] A hybrid metaheuristic for the two-dimensional strip packing problem
    Grandcolas, Stephane
    Pain-Barre, Cyril
    ANNALS OF OPERATIONS RESEARCH, 2022, 309 (01) : 79 - 102
  • [36] Two-dimensional knapsack-block packing problem
    Zhou, Shengchao
    Li, Xueping
    Zhang, Kaike
    Du, Ni
    APPLIED MATHEMATICAL MODELLING, 2019, 73 : 1 - 18
  • [37] Local Search Algorithms for the Bin Packing Problem and Their Relationships to Various Construction Heuristics
    T. Osogami
    H. Okano
    Journal of Heuristics, 2003, 9 : 29 - 49
  • [38] Local search algorithms for the bin packing problem and their relationships to various construction heuristics
    Osogami, T
    Okano, H
    JOURNAL OF HEURISTICS, 2003, 9 (01) : 29 - 49
  • [39] A tailored two-phase constructive heuristic for the three-dimensional Multiple Bin Size Bin Packing Problem with transportation constraints
    Paquay, Celia
    Limbourg, Sabine
    Schyns, Michael
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018, 267 (01) : 52 - 64
  • [40] Width-Packing Heuristic for Grouping in Two-Dimensional Irregular Shapes Cutting Stock Problem
    Aliya Awais
    Anjum Naveed
    Arabian Journal for Science and Engineering, 2015, 40 : 799 - 816