Research Article
Desirability Improvement of Committee Machine to Solve Multiple Response Optimization Problems
Table 12
Statistical results of GD values according to run number of CM (Cases
2–
5).
| | Total run no. | | Case 1 | Case 2 | Case 3 | Case 4 | Case 5 | Mean of GD ratio |
| | 3 | Avg. GD | 0.303 | 0.696 | 0.796 | 0.864 | 0.793 | 7.8% | | Max GD | 0.474 | 0.727 | 0.977 | 0.891 | 0.800 | | 5 | Avg. GD | 0.250 | 0.699 | 0.763 | 0.868 | 0.813 | 11.7% | | Max GD | 0.474 | 0.727 | 0.985 | 0.891 | 0.904 | | 8 | Avg. GD | 0.192 | 0.695 | 0.731 | 0.870 | 0.811 | 13.3% | | Max GD | 0.474 | 0.727 | 0.985 | 0.891 | 0.904 | | 10 | Avg. GD | 0.154 | 0.691 | 0.741 | 0.872 | 0.815 | 12.8% | | Max GD | 0.474 | 0.727 | 0.985 | 0.891 | 0.904 | | 15 | Avg. GD | 0.163 | 0.687 | 0.711 | 0.859 | 0.815 | 14.8% | | Max GD | 0.474 | 0.727 | 0.985 | 0.891 | 0.904 | | 20 | Avg. GD | 0.153 | 0.681 | 0.729 | 0.863 | 0.818 | 13.9% | | Max GD | 0.474 | 0.727 | 0.985 | 0.891 | 0.904 | | 45 | Avg. GD | 0.137 | 0.670 | 0.719 | 0.865 | 0.819 | 15.1% | | Max GD | 0.474 | 0.727 | 0.994 | 0.894 | 0.904 |
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