Research Article
An Improved MOEA/D Algorithm for Complex Data Analysis
Table 7
Statistical results for FTSE 100 indicators.
| | Metric | MOEA/D-AEE | MOEA/D-AEE (0.5) | MOEA/D-AEE (0.2) | MOEA/D-AEE (0.8) |
| | GD | Best | 5.09-06 | 5.27-06 | 5.46-06 | 5.62-06 | | Median | 6.83-06 | 7.05-06 | 7.12-06 | 7.65-06 | | Std. | 1.32-06 | 7.28-07 | 1.37-06 | 1.27-06 | | Spacing | Best | 1.70-05 | 1.71-05 | 1.63-05 | 1.62-05 | | Median | 2.06-05 | 2.07-05 | 2.10-05 | 2.14-05 | | Std. | 4.32-06 | 3.76-06 | 4.79-06 | 4.67-06 | | Max spread | Best | 5.81-03 | 5.96-03 | 5.87-03 | 5.84-03 | | Median | 5.59-03 | 5.56-03 | 5.53-03 | 5.58-03 | | Std. | 1.22-04 | 1.59-04 | 1.85-04 | 1.56-04 | | Delta | Best | 4.07-01 | 4.01-01 | 4.10-01 | 4.01-01 | | Median | 4.33-01 | 4.33-01 | 4.38-01 | 4.37-01 | | Std. | 2.60-02 | 2.02-02 | 2.01-02 | 2.63-02 | | IGD | Best | 2.43-05 | 2.30-06 | 2.35-05 | 2.29-05 | | Median | 3.44-05 | 3.71-05 | 3.88-05 | 3.52-05 | | Std. | 9.27-06 | 1.14-06 | 1.62-05 | 1.16-05 | | HV | Best | 1.37-05 | 1.37-05 | 1.37-05 | 1.37-05 | | Median | 1.37-05 | 1.37-05 | 1.37-05 | 1.37-05 | | Std. | 8.62-09 | 5.08-09 | 9.81-09 | 8.72-09 |
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