Research Article
An Improved Shuffled Frog Leaping Algorithm and Its Application in Dynamic Emergency Vehicle Dispatching
Table 10
The shortest travel time of the illustrative examples based on the prediction link travel speed.
| Vehicle no. | Example no. | Prediction error (km/h) | Accident no. | 1 | 2 | 3 | 4 |
| 1 | I | 0 | 31.2925 | 38.9665 | 54.9495 | -- | ±3 | 31.2737 | 38.5534 | 54.9460 | -- | ±5 | 32.1368 | 38.4649 | 55.5341 | -- | ±10 | 31.5763 | 42.7993 | 50.3388 | -- | II | 0 | 31.2925 | 38.9665 | 54.9495 | 54.2331 | ±3 | 31.2737 | 38.5534 | 54.9460 | 53.9916 | ±5 | 32.1368 | 38.4649 | 55.5341 | 53.4761 | ±10 | 31.5763 | 42.7993 | 50.3388 | ∞ |
| 2 | I | 0 | 22.1482 | 31.9124 | ∞ | -- | ±3 | 20.8670 | 32.3468 | ∞ | -- | ±5 | 23.1840 | 31.3765 | ∞ | -- | ±10 | 18.3767 | 32.2828 | ∞ | -- | II | 0 | 22.1482 | 31.9124 | ∞ | 28.8721 | ±3 | 20.8670 | 32.3468 | ∞ | 28.8694 | ±5 | 23.1840 | 31.3765 | ∞ | 30.9670 | ±10 | 18.3767 | 32.2828 | ∞ | 26.4442 |
| 3 | I | 0 | 48.3611 | 47.2027 | 33.8637 | -- | ±3 | 46.8840 | 47.3166 | 33.7495 | -- | ±5 | 46.8704 | 47.2581 | 33.8035 | -- | ±10 | 46.4381 | 52.2131 | 33.2153 | -- | II | 0 | 48.3611 | 47.2027 | 33.8637 | 59.0018 | ±3 | 46.8840 | 47.3166 | 33.7495 | 59.8245 | ±5 | 46.8704 | 47.2581 | 33.8035 | ∞ | ±10 | 46.4381 | 52.2131 | 33.2153 | 58.7999 |
| 4 | I | 0 | 41.0760 | 16.3454 | 53.4742 | -- | ±3 | 41.2953 | 16.4075 | 54.8336 | -- | ±5 | 41.6761 | 16.6789 | 52.0917 | -- | ±10 | 40.3378 | 17.3145 | 53.4260 | -- | II | 0 | 41.0760 | 16.3454 | ∞ | 10.1881 | ±3 | 41.2953 | 16.4075 | ∞ | 10.5117 | ±5 | 41.6761 | 16.6789 | ∞ | 9.5027 | ±10 | 40.3378 | 17.3145 | ∞ | 9.6885 |
| 5 | I | 0 | 49.9989 | 25.1126 | 38.7917 | -- | ±3 | 49.5269 | 25.4762 | 38.9094 | -- | ±5 | 50.8201 | 24.7458 | 38.8310 | -- | ±10 | 50.8567 | 28.2398 | 38.5163 | -- | II | 0 | 49.9989 | 25.1126 | 38.7917 | 19.8843 | ±3 | 49.5269 | 25.4762 | 38.9094 | 19.9819 | ±5 | 50.8201 | 24.7458 | 38.8310 | 18.5017 | ±10 | 50.8567 | 28.2398 | 38.5163 | 22.5535 |
| 6 | I | 0 | 44.4116 | ∞ | 26.3079 | -- | ±3 | 43.5208 | 51.2845 | 25.8029 | -- | ±5 | 47.1051 | 51.4706 | 25.4729 | -- | ±10 | 50.1697 | 54.9481 | 31.6198 | -- | II | 0 | 44.4116 | ∞ | 26.3079 | ∞ | ±3 | 43.5208 | 51.2845 | 25.8029 | 59.7672 | ±5 | 47.1051 | 51.4706 | 25.4729 | ∞ | ±10 | 50.1697 | 54.9481 | 31.6198 | ∞ |
| 7 | I | 0 | 43.6867 | 23.4594 | 56.5536 | -- | ±3 | 43.8486 | 23.8514 | 56.9816 | -- | ±5 | 42.8287 | 22.6855 | 53.4435 | -- | ±10 | 42.4865 | 24.9977 | 55.1983 | -- | II | 0 | 43.6867 | 23.4594 | 56.5536 | 14.4705 | ±3 | 43.8486 | 23.8514 | 56.9816 | 14.7354 | ±5 | 42.8287 | 22.6855 | 53.4435 | 13.9424 | ±10 | 42.4865 | 24.9977 | 55.1983 | 13.5972 |
| 8 | I | 0 | 42.6146 | 21.7823 | ∞ | -- | ±3 | 42.7782 | 21.8997 | ∞ | -- | ±5 | 42.5819 | 21.8541 | ∞ | -- | ±10 | 40.9011 | 26.2546 | ∞ | -- | II | 0 | 42.6146 | 21.7823 | ∞ | 21.3312 | ±3 | 42.7782 | 21.8997 | ∞ | 21.5001 | ±5 | 42.5819 | 21.8541 | ∞ | 20.9878 | ±10 | 40.9011 | 26.2546 | ∞ | 22.7096 |
| 9 | II | 0 | 37.8754 | 33.6324 | ∞ | 30.5210 | ±3 | 37.3625 | 33.4413 | ∞ | 29.9943 | ±5 | 39.1213 | 34.4820 | ∞ | 31.7022 | ±10 | 37.5274 | 35.6110 | ∞ | 29.7247 |
| 10 | II | 0 | 42.3397 | 40.7709 | 28.2020 | 52.5731 | ±3 | 40.9388 | 40.6356 | 28.5534 | 53.1496 | ±5 | 42.4467 | 40.9227 | 28.6415 | 55.0761 | ±10 | 41.3142 | 41.4190 | 26.8230 | 51.2051 |
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