HAPE3D—a new constructive algorithm for the 3D irregular packing problem

被引:0
|
作者
Xiao LIU [1 ]
Jia-min LIU [2 ]
An-xi CAO [3 ]
Zhuang-le YAO [1 ]
机构
[1] School of Civil and Transportation Engineering, South China University of Technology
[2] School of Information Science and Engineering, Shenyang University of Technology
[3] College of Ocean Science and Engineer, Shanghai Maritime University
基金
中央高校基本科研业务费专项资金资助;
关键词
3D packing problem; Layout design; Simulation; Optimization; Constructive algorithm; Meta-heuristics;
D O I
暂无
中图分类号
TB482 [包装设计];
学科分类号
1403 ;
摘要
We propose a new constructive algorithm, called HAPE3 D, which is a heuristic algorithm based on the principle of minimum total potential energy for the 3D irregular packing problem, involving packing a set of irregularly shaped polyhedrons into a box-shaped container with fixed width and length but unconstrained height. The objective is to allocate all the polyhedrons in the container, and thus minimize the waste or maximize profit. HAPE3 D can deal with arbitrarily shaped polyhedrons, which can be rotated around each coordinate axis at different angles. The most outstanding merit is that HAPE3 D does not need to calculate no-fit polyhedron(NFP), which is a huge obstacle for the 3D packing problem. HAPE3 D can also be hybridized with a meta-heuristic algorithm such as simulated annealing. Two groups of computational experiments demonstrate the good performance of HAPE3 D and prove that it can be hybridized quite well with a meta-heuristic algorithm to further improve the packing quality.
引用
收藏
页码:380 / 390
页数:11
相关论文
共 50 条
  • [41] Packing 2D Disks into a 3D Container
    Alt, Helmut
    Cheong, Otfried
    Park, Ji-won
    Scharf, Nadja
    WALCOM: ALGORITHMS AND COMPUTATION (WALCOM 2019), 2019, 11355 : 369 - 380
  • [42] VOX model: application of voxel-based packing algorithm on cementitious composites with 3D irregular-shape particles
    Zushi Tian
    Ye Tian
    Hailong Ye
    Xianyu Jin
    Nanguo Jin
    Materials and Structures, 2020, 53
  • [43] VOX model: application of voxel-based packing algorithm on cementitious composites with 3D irregular-shape particles
    Tian, Zushi
    Tian, Ye
    Ye, Hailong
    Jin, Xianyu
    Jin, Nanguo
    MATERIALS AND STRUCTURES, 2020, 53 (04)
  • [44] Solving 3D packing problem using Transformer network and reinforcement learning
    Que, Quanqing
    Yang, Fang
    Zhang, Defu
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 214
  • [45] Novel irregular mesh tagging algorithm for wound synthesis on a 3D face
    Lee, Sangyong
    Chin, Seongah
    BIO-MEDICAL MATERIALS AND ENGINEERING, 2015, 26 : S1417 - S1429
  • [46] A 3D reconstruction algorithm based on 3D deformable atlas
    Zhu, Y
    Belkasim, S
    THIRD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 1, PROCEEDINGS, 2005, : 607 - 612
  • [47] Sparse layout of irregular 3D clusters
    Romanova, Tatiana
    Pankratov, Alexander
    Litvinchev, Igor
    Dubinskyi, Vladimir
    Infante, Luis
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2023, 74 (01) : 351 - 361
  • [48] A direct numerical reconstruction algorithm for the 3D Calderon problem
    Delbary, Fabrice
    Hansen, Per Christian
    Knudsen, Kim
    INTERNATIONAL CONFERENCE ON INVERSE PROBLEMS 2010, 2011, 290
  • [49] A PARALLEL ALGORITHM FOR SOLVING THE 3D INVERSE SCATTERING PROBLEM
    XIE, GQ
    ZOU, Q
    COMPUTER PHYSICS COMMUNICATIONS, 1991, 65 (1-3) : 320 - 326
  • [50] An Algorithm to Solve 3D Guard Zone Computation Problem
    Mehera, Ranjan
    Datta, Piyali
    Chakraborty, Arpan
    Pal, Rajat Kumar
    ADVANCED COMPUTING AND SYSTEMS FOR SECURITY, VOL 2, 2016, 396 : 271 - 288