Research Article
An Improved MOEA/D Algorithm for Complex Data Analysis
Table 3
Statistical results for DAX 100 indicators.
| | Metric | MOEA/D-levy | MOEA/D-AEE | MOEA/D-DEM | MOEA/D-DE | MOEA/D-GA | NSGA-II |
| | GD | Best | 6.29-06 | 6.60-06 | 7.59-06 | 6.75-06 | 2.09-06 | 4.68-06 | | Median | 8.07-06 | 8.06-06 | 9.52-06 | 2.09-05 | 2.79-06 | 8.18-06 | | Std. | 9.03-07 | 8.89-07 | 2.88-06 | 9.22-05 | 6.44-07 | 1.66-06 | | Spacing | Best | 2.59-05 | 2.62-05 | 2.28-05 | 1.83-05 | 1.59-05 | 2.50-05 | | Median | 3.38-05 | 3.16-05 | 3.23-05 | 2.78-05 | 2.43-05 | 4.22-05 | | Std. | 6.04-06 | 6.06-06 | 7.39-06 | 7.99-06 | 5.63-06 | 5.28-06 | | Max spread | Best | 8.11-03 | 8.16-03 | 8.09-03 | 8.24-03 | 7.06-03 | 7.84-03 | | Median | 7.78-03 | 7.79-03 | 7.60-03 | 7.33-03 | 5.98-03 | 7.29-03 | | Std. | 2.12-04 | 2.86-04 | 2.29-04 | 7.69-04 | 3.43-04 | 4.88-04 | | Delta | Best | 3.95-01 | 3.88-01 | 3.99-01 | 3.95-01 | 4.17-01 | 5.00-01 | | Median | 4.14-01 | 4.07-01 | 4.47-01 | 4.48-01 | 5.83-01 | 6.61-01 | | Std. | 2.18-02 | 2.75-02 | 3.07-02 | 7.52-02 | 3.96-02 | 5.61-02 | | IGD | Best | 3.41-05 | 3.32-05 | 3.60-05 | 3.84-05 | 9.52-05 | 4.16-05 | | Median | 4.16-05 | 4.11-05 | 5.61-05 | 8.83-05 | 1.66-04 | 5.87-05 | | Std. | 1.42-05 | 1.00-05 | 1.95-05 | 9.50-05 | 3.64-05 | 3.33-05 | | HV | Best | 1.87-05 | 1.87-05 | 1.87-05 | 1.87-05 | 1.87-05 | 1.87-05 | | Median | 1.87-05 | 1.87-05 | 1.87-05 | 1.85-05 | 1.80-05 | 1.86-05 | | Std. | 9.87-09 | 9.44-09 | 3.27-08 | 1.10-06 | 4.08-07 | 4.05-07 |
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