| Target Equation | Different Multi-objective Algorithms | Average Improvement Percentage (%) | |||
|---|---|---|---|---|---|
| This Study (I) | MOPSO (M) | NSGAII (N) | I:M | I:N | |
| Parameters setting | Target equation (1)Best: 9,856,867.82; Worst:9,136,273.22; Mean:9,432,921.12 Target equation (2)Best: 76.86; Worst:65.23; Mean:71.38 Target equation (3)Best: 3.68; Worst:4.96; Mean:3.72 Generations:300 |
Target equation (1)Best: 9,267,256.26; Worst: 9,061,256.06; Mean:9,128,001.13 Target equation (2)Best: 71.08; Worst:63.29; Mean:70.68 Target equation (3)Best: 4.31; Worst:6.92; Mean:5.78. 300 Generations:300 |
Target equation (1)Best: 9,431,256.12; Worst: 9,178,224.16; Mean:9,223,019.13 Target equation (2)Best: 74.11; Worst:66.26; Mean:71.18 Target equation (3)Best: 3.98; Worst:6.12; Mean:4.28. 300 Generations:300 |
-- | -- |
| Target equation (1) (NT$) | 9,856,867.82 | 9,267,256.26 | 9,431,256.12 | 6.36 | 4.51 |
| Target equation (2) (%) | 76.86 | 71.08 | 74.11 | 8.13 | 3.71 |
| Target equation (3) (day) | 3.68 | 4.31 | 3.98 | 14.62 | 7.54 |