Research Article
An Improved MOEA/D Algorithm for Complex Data Analysis
Table 5
Statistical results for Nikkei indicators.
| | Metric | MOEA/D-AEE | MOEA/D-AEE (0.5) | MOEA/D-AEE (0.2) | MOEA/D-AEE (0.8) |
| | GD | Best | 5.92-06 | 5.32-06 | 6.22-06 | 4.96-06 | | Median | 7.18-06 | 7.36-06 | 7.76-06 | 7.18-06 | | Std. | 1.17-06 | 9.19-07 | 1.16-06 | 1.31-06 | | Spacing | Best | 1.27-05 | 1.42-05 | 1.26-05 | 1.31-05 | | Median | 1.73-05 | 1.79-05 | 1.76-05 | 1.72-05 | | Std. | 4.43-06 | 4.87-06 | 4.75-06 | 4.33-06 | | Max spread | Best | 4.18-03 | 4.17-03 | 4.09-03 | 4.5-03 | | Median | 3.92-03 | 3.93-03 | 3.91-03 | 3.89-03 | | Std. | 1.19-04 | 1.21-04 | 1.32-04 | 1.63-04 | | Delta | Best | 3.85-01 | 3.87-01 | 3.93-01 | 3.93-01 | | Median | 4.31-01 | 4.42-01 | 4.35-01 | 4.42-01 | | Std. | 5.34-02 | 6.09-02 | 3.17-02 | 4.47-02 | | IGD | Best | 1.74-05 | 1.72-05 | 1.93-05 | 1.74-05 | | Median | 2.52-05 | 2.47-05 | 2.59-05 | 2.69-05 | | Std. | 7.55-06 | 7.05-06 | 1.06-05 | 1.49-05 | | HV | Best | 8.31-06 | 8.31-06 | 8.31-06 | 8.32-06 | | Median | 8.29-06 | 8.29-06 | 8.28-06 | 8.29-06 | | Std. | 1.55-08 | 1.06-08 | 1.21-08 | 1.94-08 |
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