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September 10, 2025

3D Box Packing with Heuristics and Metric Analytics

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Authors

MAMashal AlqudahDPDhidhi PambudiMZMohd Zaki Zakaria

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Overview

This study compares heuristics and genetic algorithms for 3D bin packing, evaluating performance metrics for logistical efficiency.

Key Points

  • Genetic algorithm outperformed heuristics in packing quality and load stability, despite higher computation time.
  • First fit offers rapid solutions suitable for real-time logistics, while best fit provides slightly better space utilization.
  • A hybrid model combining heuristics with genetic algorithm refinement could enhance context-aware packing systems.
  • Performance metrics included space utilization, total packed weight, and packing time across 5,000 cargo records.

Cite This Study

Alqudah et al. (2025) studied this question.

synapsesocial.com/papers/68c1a12d54b1d3bfb60dc1d6https://doi.org/10.58723/ijaaiml.v2i2.409
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