Table 3.
Scheduling of May provided by hybrid GA and manually.
| Day (i) | Manually (hospital) | Hybrid GA | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| x i + | x i − | m | D | F1 (cost) | F2 (fatigue) | x i + | x i − | m | D | F1 (cost) | F2 (fatigue) | |
| 1 | 0 0 0 | 0 0 0 | 0 0 0 | 6 3 3 | 71,481 | 0.0591 | 0 0 0 | 0 0 0 | 0 0 0 | 6 3 3 | 71,481 | 0.0591 |
| 2 | 0 0 0 | 0 0 0 | 0 0 1 | 6 3 3 | 73,123 | 0.0574 | 0 0 0 | 0 0 0 | 0 0 1 | 6 3 3 | 73,123 | 0.0574 |
| 3 | 0 0 0 | 0 0 0 | 0 0 2 | 6 3 3 | 76,729 | 0.0563 | 0 0 0 | 0 0 0 | 0 0 2 | 6 3 3 | 76,729 | 0.0563 |
| 4 | 0 0 0 | 0 0 0 | 1 0 0 | 6 3 3 | 74,992 | 0.0581 | 0 1 0 | 1 0 0 | 2 0 2 | 5 4 3 | 75,834 | 0.0463 |
| 5 | 0 0 0 | 0 0 0 | 1 0 1 | 6 3 3 | 77,440 | 0.0549 | 1 0 0 | 0 1 0 | 1 0 1 | 6 3 3 | 77,440 | 0.0549 |
| 6 | 0 0 0 | 0 0 0 | 1 0 2 | 6 3 3 | 78,070 | 0.0535 | 0 0 0 | 1 0 0 | 2 0 2 | 5 3 3 | 73,810 | 0.0566 |
| 7 | 0 0 0 | 0 0 0 | 1 1 1 | 6 3 3 | 81,770 | 0.0532 | 0 0 0 | 0 0 1 | 2 0 2 | 5 3 2 | 69,410 | 0.0495 |
| 8 | 0 0 0 | 0 0 0 | 1 1 2 | 6 3 3 | 89,200 | 0.0498 | 0 0 0 | 0 0 0 | 2 1 2 | 5 3 2 | 71,618 | 0.0448 |
| 9 | 0 0 0 | 0 0 0 | 2 0 1 | 6 3 3 | 79,250 | 0.0541 | 1 0 1 | 0 0 0 | 2 0 1 | 6 3 3 | 79,250 | 0.0541 |
| 10 | 0 0 0 | 0 0 0 | 2 0 2 | 6 3 3 | 83,880 | 0.0526 | 0 0 0 | 1 0 1 | 2 2 2 | 5 3 2 | 72,431 | 0.0507 |
| 11 | 0 0 0 | 0 0 0 | 1 1 2 | 6 3 3 | 89,200 | 0.0498 | 0 1 1 | 0 0 0 | 2 1 2 | 5 4 3 | 91,012 | 0.0455 |
| 12 | 0 0 0 | 0 0 0 | 2 2 2 | 6 3 3 | 92,310 | 0.0479 | 1 0 0 | 0 1 0 | 2 2 2 | 6 3 3 | 92,310 | 0.0479 |
| 13 | 0 0 0 | 0 0 0 | 1 0 2 | 6 3 3 | 78,070 | 0.0535 | 0 0 0 | 0 0 0 | 1 0 2 | 6 3 3 | 78,070 | 0.0535 |
| 14 | 0 0 0 | 0 0 0 | 2 2 2 | 6 3 3 | 92,310 | 0.0479 | 0 0 0 | 0 0 0 | 2 2 2 | 6 3 3 | 92,310 | 0.0479 |
| 15 | 0 0 0 | 0 0 0 | 2 0 0 | 6 3 3 | 74,235 | 0.0588 | 0 0 0 | 0 0 0 | 2 0 0 | 6 3 3 | 74,235 | 0.0588 |
| 16 | 0 0 0 | 0 0 0 | 1 0 1 | 6 3 3 | 77,440 | 0.0549 | 0 0 0 | 1 0 0 | 2 1 1 | 5 3 3 | 74,142 | 0.0571 |
| 17 | 0 0 0 | 0 0 0 | 2 0 2 | 6 3 3 | 83,880 | 0.0526 | 1 0 0 | 0 0 0 | 2 0 2 | 6 3 3 | 83,880 | 0.0526 |
| 18 | 0 0 0 | 0 0 1 | 2 0 2 | 6 3 2 | 68,300 | 0.0598 | 0 0 0 | 0 0 1 | 2 0 2 | 6 3 2 | 68,300 | 0.0598 |
| 19 | 0 0 0 | 0 0 0 | 2 1 2 | 6 3 2 | 70,173 | 0.0576 | 0 0 0 | 0 0 0 | 2 1 2 | 6 3 2 | 70,173 | 0.0576 |
| 20 | 0 0 0 | 0 0 0 | 2 2 2 | 6 3 2 | 72,345 | 0.0561 | 0 0 0 | 0 0 0 | 2 2 2 | 6 3 2 | 72,345 | 0.0561 |
| 21 | 0 0 0 | 0 0 1 | 2 0 2 | 6 3 1 | 60,900 | 0.0661 | 0 0 0 | 1 0 0 | 2 2 2 | 5 3 2 | 63,476 | 0.0609 |
| 22 | 0 0 0 | 0 0 0 | 1 1 2 | 6 3 1 | 62,200 | 0.0649 | 0 0 0 | 0 0 0 | 2 2 0 | 5 3 2 | 60,150 | 0.0637 |
| 23 | 0 0 0 | 0 0 0 | 1 1 0 | 6 3 1 | 59,145 | 0.0674 | 0 1 1 | 0 0 0 | 2 1 1 | 5 4 3 | 63,182 | 0.0528 |
| 24 | 0 0 0 | 0 1 0 | 1 1 1 | 6 2 1 | 51,165 | 0.0801 | 0 0 0 | 1 2 1 | 2 2 2 | 4 2 2 | 52,750 | 0.0746 |
| 25 | 0 1 0 | 1 0 0 | 2 2 2 | 5 3 1 | 54,100 | 0.0681 | 1 1 0 | 0 0 1 | 2 2 2 | 5 3 1 | 54,100 | 0.0681 |
| 26 | 0 0 1 | 0 1 0 | 2 2 2 | 5 2 2 | 56,108 | 0.0768 | 0 0 1 | 0 1 0 | 2 2 2 | 5 2 2 | 56,108 | 0.0768 |
| 27 | 1 1 0 | 0 0 0 | 2 2 2 | 6 3 2 | 72,345 | 0.0561 | 0 1 1 | 0 0 0 | 1 1 1 | 5 3 3 | 71,230 | 0.0574 |
| 28 | 0 0 0 | 2 1 0 | 2 2 2 | 4 2 2 | 52,215 | 0.0795 | 1 0 0 | 0 1 1 | 2 2 2 | 6 2 2 | 58,900 | 0.0646 |
| 29 | 0 0 1 | 0 0 0 | 2 2 2 | 4 2 3 | 54,000 | 0.0835 | 0 1 1 | 0 0 0 | 2 1 2 | 6 3 3 | 71,700 | 0.0513 |
| 30 | 1 1 0 | 0 0 2 | 2 2 2 | 5 3 1 | 54,100 | 0.0681 | 0 0 0 | 1 1 0 | 2 1 2 | 5 2 3 | 55,700 | 0.0662 |
| 31 | 0 0 1 | 1 1 0 | 0 0 0 | 4 2 2 | 51,985 | 0.0919 | 1 0 0 | 0 0 0 | 2 1 2 | 6 2 3 | 69,150 | 0.0598 |