Research Article
An Accelerated Fixed-Point Algorithm Applied to Quadratic Convex Separable Knapsack Problems
Table 7
Correlated test for accelerated algorithms.
| Dimension | Iterations | Time (sec) | Error | | Avg | Max | Min | Avg | Max | Min | ā |
| FPA2-Aitken | 500000 | 2.2 | 4 | 1 | 0.017 | 0.019 | 0.015 | 0 | 1000000 | 2.3 | 4 | 1 | 0.036 | 0.042 | 0.031 | 0 | 10000000 | 2.2 | 4 | 1 | 0.375 | 0.440 | 0.317 | 0 | 50000000 | 2.1 | 4 | 1 | 1.834 | 2.001 | 1.646 | 0 |
| FPA2 | 500000 | 5.0 | 8 | 3 | 0.016 | 0.018 | 0.015 | 0 | 1000000 | 5.3 | 8 | 4 | 0.035 | 0.042 | 0.032 | 0 | 10000000 | 5.2 | 10 | 4 | 0.367 | 0.459 | 0.329 | 0 | 50000000 | 5.1 | 9 | 4 | 1.807 | 1.983 | 1.657 | 0 |
| FPA2-Anderson | 500000 | 3.5 | 10 | 1 | 0.017 | 0.021 | 0.012 | 0 | 1000000 | 4.0 | 9 | 2 | 0.037 | 0.043 | 0.032 | 0 | 10000000 | 3.3 | 5 | 2 | 0.371 | 0.412 | 0.326 | 5 | 50000000 | 3.2 | 5 | 2 | 1.802 | 2.102 | 1.609 | 5 |
| FPA | 500000 | 5.0 | 8 | 3 | 0.020 | 0.021 | 0.018 | 0 | 1000000 | 5.3 | 8 | 4 | 0.042 | 0.051 | 0.037 | 0 | 10000000 | 5.2 | 10 | 4 | 0.434 | 0.547 | 0.388 | 0 | 50000000 | 5.1 | 9 | 4 | 2.115 | 2.385 | 1.918 | 0 |
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