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A local search-based method for sphere packing problems

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  • Hifi, Mhand
  • Yousef, Labib

Abstract

In this paper, we study the three-dimensional sphere packing which consists in finding the greatest density of a (sub)set of predefined spheres (small items) into a three-dimensional single container (large object) of given dimensions: cuboid of fixed dimensions or cuboid of variable length. The problem with the cuboid of fixed dimensions (sizes) (called knapsack problem in Wäscher, Haussner, and Schumann, 2007) is tackled by applying a local search-based method that combines three main features: (i) a best-local position procedure stage, (ii) an intensification stage and (iii) a diversification stage. The first stage ensures a starting feasible solution using a basic greedy local strategy. The second stage tries to solve a series of decision problems in order to place a subset of complementary spheres. The third stage tries to remove some packed items and to replace them with other spheres. The proposed method is also adapted for solving the problem of packing a set of predefined spheres (small items) into a cuboid of variable length (called open dimension problem in Wäscher et al., 2007). The performance of the proposed method is evaluated on a set of benchmark instances taken from the literature, where its results are compared to those reached by recent published methods. The computational results showed that the proposed method remains competitive for both treated problems.

Suggested Citation

  • Hifi, Mhand & Yousef, Labib, 2019. "A local search-based method for sphere packing problems," European Journal of Operational Research, Elsevier, vol. 274(2), pages 482-500.
    • Handle: RePEc:eee:ejores:v:274:y:2019:i:2:p:482-500
    DOI: 10.1016/j.ejor.2018.10.016
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    Cited by:

    1. Andreas Fischer & Igor Litvinchev & Tetyana Romanova & Petro Stetsyuk & Georgiy Yaskov, 2023. "Quasi-Packing Different Spheres with Ratio Conditions in a Spherical Container," Mathematics, MDPI, vol. 11(9), pages 1-19, April.
    2. Andreas Fischer & Igor Litvinchev & Tetyana Romanova & Petro Stetsyuk & Georgiy Yaskov, 2024. "Packing spheres with quasi-containment conditions," Journal of Global Optimization, Springer, vol. 90(3), pages 671-689, November.
    3. Alexander Pankratov & Tatiana Romanova & Igor Litvinchev, 2020. "Packing Oblique 3D Objects," Mathematics, MDPI, vol. 8(7), pages 1-17, July.
    4. Lai, Xiangjing & Hao, Jin-Kao & Yue, Dong & Lü, Zhipeng & Fu, Zhang-Hua, 2022. "Iterated dynamic thresholding search for packing equal circles into a circular container," European Journal of Operational Research, Elsevier, vol. 299(1), pages 137-153.
    5. Romanova, Tatiana & Stoyan, Yurij & Pankratov, Alexander & Litvinchev, Igor & Plankovskyy, Sergiy & Tsegelnyk, Yevgen & Shypul, Olga, 2021. "Sparsest balanced packing of irregular 3D objects in a cylindrical container," European Journal of Operational Research, Elsevier, vol. 291(1), pages 84-100.
    6. Xiangjing Lai & Jin-Kao Hao & Renbin Xiao & Fred Glover, 2023. "Perturbation-Based Thresholding Search for Packing Equal Circles and Spheres," INFORMS Journal on Computing, INFORMS, vol. 35(4), pages 725-746, July.
    7. Bouzid, Mouaouia Cherif & Salhi, Said, 2020. "Packing rectangles into a fixed size circular container: Constructive and metaheuristic search approaches," European Journal of Operational Research, Elsevier, vol. 285(3), pages 865-883.

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