J.O. Berkey and P.Y. Wang. Two-dimensional finite bin-packing algorithms. Journal of the Operational Research Society, 38:423-429, 1987
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Berkey and Wang tested the performance of their investigated algorithms on randomly genrerated problems varying both the bin size and size of the boxes packed. The results were presented by the following table.
Average number of bins packed |
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1 ≤ height ≤ 10 |
1 ≤ height ≤ 35 |
1 ≤ height ≤ 100 |
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1 ≤ width ≤ 10 |
1 ≤ width ≤ 35 |
1 ≤ width ≤ 100 |
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Algorithm | Bin size 10 × 10 | Bin size 30 × 30 | Bin size 40 × 40 | Bin size 100 × 100 | Bin size 100 × 100 | Bin size 300 × 300 |
Finite next-fit | 43 |
4 |
40 |
5 |
41 |
4 |
Finite first-fit | 32 |
4 |
27 |
5 |
29 |
3 |
Finite best-strip | 32 |
4 |
26 |
5 |
29 |
3 |
Finite bottom-left | 36 |
5 |
29 |
6 |
32 |
4 |
Next-bottom-left | 45 |
5 |
40 |
6 |
41 |
4 |
Hybrid first-fit | 32 |
4 |
26 |
5 |
29 |
3 |
Lower bound for N* | 28 |
4 |
23 |
4 |
24 |
3 |