Research Article
An Improved MOEA/D Algorithm for Complex Data Analysis
Table 6
Statistical results for DAX 100 indicators.
| | Metric | MOEA/D-AEE | MOEA/D-AEE (0.5) | MOEA/D-AEE (0.2) | MOEA/D-AEE (0.8) |
| | GD | Best | 6.60-06 | 6.29-06 | 6.16-06 | 6.25-06 | | Median | 8.06-06 | 8.07-06 | 7.74-06 | 8.23-06 | | Std. | 8.89-07 | 9.03-07 | 7.19-07 | 8.08-07 | | Spacing | Best | 2.62-05 | 2.59-05 | 2.78-05 | 2.86-06 | | Median | 3.16-05 | 3.38-05 | 3.20-05 | 3.55-05 | | Std. | 6.06-06 | 6.04-06 | 5.44-06 | 5.16-06 | | Max spread | Best | 8.16-03 | 8.11-03 | 8.14-03 | 8.10-03 | | Median | 7.79-03 | 7.78-03 | 7.76-03 | 7.83-03 | | Std. | 1.86-04 | 2.12-04 | 1.63-04 | 1.65-04 | | Delta | Best | 3.88-01 | 3.95-01 | 3.93-01 | 3.91-01 | | Median | 4.07-01 | 4.14-01 | 4.11-01 | 4.18-01 | | Std. | 2.75-02 | 2.18-02 | 1.93-02 | 2.44-02 | | IGD | Best | 3.21-05 | 3.41-05 | 3.42E-05 | 3.45-05 | | Median | 4.11-05 | 4.16-05 | 4.25-05 | 4.04-05 | | Std. | 1.00-05 | 1.42-05 | 8.58-06 | 8.19-06 | | HV | Best | 1.87-05 | 1.87-05 | 1.87-05 | 1.87-05 | | Median | 1.87-05 | 1.87-05 | 1.87-05 | 1.87-05 | | Std. | 9.44-09 | 9.87-09 | 8.11-09 | 19.18-09 |
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