Table 3 The adaptability and robustness test results of the five-part model
From: Construction of new energy consumption optimization model based on improved pathfinder algorithm
Models | Test index | Dateset | Average | ||
|---|---|---|---|---|---|
ZDT | PFR | REGLD | |||
MODASCPA | Accuracy (%) | 95.2 | 96.7 | 95.4 | 95.8 |
Relative robustness (%) | 96.2 | 96.4 | 95.7 | 96.1 | |
MOMVO | Accuracy (%) | 90.2 | 90.7 | 89.7 | 90.2 |
Relative robustness (%) | 85.4 | 86.2 | 87.4 | 86.3 | |
MOSSA | Accuracy (%) | 88.2 | 81.7 | 86.4 | 85.4 |
Relative robustness (%) | 79.4 | 77.2 | 76.4 | 77.6 | |
PSMOOA | Accuracy (%) | 82.1 | 83.4 | 86.1 | 83.8 |
Relative robustness (%) | 75.2 | 71.7 | 76.4 | 74.4 | |
GMOOA | Accuracy (%) | 77.2 | 71.4 | 68.2 | 72.2 |
Relative robustness (%) | 62.7 | 68.0 | 65.9 | 65.5 | |