The Stack Loading Problem With Load-Bearing Limit

Xinbo Zhang*, Minming Li, Zhou Xu, Yingchao Zhao

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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Abstract

The stack loading problem has been studied in recent years for its great impact on the container loading and unloading operations. Among different objectives of the problem considered, minimizing the total number of unordered stackings and minimizing the total number of used stacks are the two important ones, which ensure efficient loading and unloading schedules, as well as reduce storage costs, respectively. The load-bearing setting, where each container has its own weight and bearing weight, is frequently considered in box packing operations but rarely in the existing studies on the stack loading problem. However, the load-bearing constraint on containers is very important for stack loading, because safety is of paramount importance. This paper is the first study on the stack loading problem with the load-bearing constraint with an aim to minimize the number of stacks and the number of unordered stackings. We show that this problem is strongly NP-hard even when the number of stacks is given and equals 2. For the case where the number of stacks is given and jobs on the bottom tiers are fixed, we show that the problem can be solved by dynamic programming in pseudo-polynomial time. For the general problem, based on a two-index integer linear programming formulation and a tabu search heuristic, we develop a binary-search based matheuristic. Our experimental results demonstrate the efficiency and effectiveness of the newly developed matheuristic. © 2024 IEEE.
Original languageEnglish
Pages (from-to)1801-1816
JournalIEEE Transactions on Automation Science and Engineering
Volume22
Online published27 Feb 2024
DOIs
Publication statusPublished - 2025

Research Keywords

  • Complexity theory
  • Containers
  • Costs
  • ISO Standards
  • load-bearing limit
  • Loading
  • matheuristic
  • Stack loading
  • Stacking
  • Transportation
  • unordered stacking

Publisher's Copyright Statement

  • COPYRIGHT TERMS OF DEPOSITED POSTPRINT FILE: © 2024 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. Zhang, X., Li, M., Xu, Z., & Zhao, Y. (2024). The Stack Loading Problem With Load-Bearing Limit. IEEE Transactions on Automation Science and Engineering. Advance online publication. https://doi.org/10.1109/TASE.2024.3370216

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