Keywords
Bee colony optimization
bin packing
heuristic algorithm
pretreatment.
bin packing
heuristic algorithm
pretreatment.
Categories
How to Cite
[1]
S. Patel and E. Thompson, “Optimizing Bin Packing with Biologically Inspired Approaches: A Study on Bee Colony Optimization”, J. Comput. Eng., vol. 9, no. 2, Feb. 2020, Accessed: Apr. 13, 2026. [Online]. Available: https://journalofcomputerengineering.com/index.php/jce/article/view/1181
Abstract
—We treat the two-dimensional bin packing problem which involves packing a given set of rectangles into a minimum number of larger identical rectangles called bins. This combinatorial problem is NP-hard. We propose a pretreatment for the oriented version of the problem that allows the valorization of the lost areas in the bins and the reduction of the size problem. A heuristic method based on the strategy first-fit adapted to this problem is presented. We present an approach of resolution by bee colony optimization. Computational results express a comparison of the number of bins used with and without pretreatment
This work is licensed under a Creative Commons Attribution 4.0 International License.
Copyright (c) 2020 Sofia Patel, Ethan Thompson (Author)
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