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notes.txt
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ToDo:
- Update T4_A algorithm to pick the most central node in each grid cell
- Update T5 to have a cost hueristic to disuade drivers from taking drives that put them in low density areas
- Update T5 heuristic so that it is based on rides in the next hour or so
T1 results
Average trip time: 34.996842746679306
Number of trips over 100 mins: 89
Average driver profit: 0.014718854341493308
Average stops: 62.3
T2 results
Average trip time: 30.238035597753147
Number of trips over 100 mins: 64
Average driver profit: 4.1368569914921345
T3 Results
Average trip time: 28.58269535600861
Number of trips over 100 mins: 53
Average driver profit: 5.224517219602349
T4 Results - 5 mins
Average trip time: 27.218256525719912
Number of trips over 100 mins: 94
Average driver profit: 5.556325969004302
Average stops: 8.39
--
Average trip time: 39.37166873585565
Number of trips over 100 mins: 269
Average driver profit: 4.916419480837742
Average dropoff wait time: 14.885779747330378
Average pickup wait time: 9.969360266492657
--
Average trip time: 39.1474066065772
Number of trips over 100 mins: 272
Average driver profit: 5.086760080076974
Average dropoff wait time: 14.945813885666942
Average pickup wait time: 9.859053805589975
T5 Results - 2703 seconds
-Total
Average trip time: 30.710811423665003
Number of trips over 100 mins: 74
Average driver profit: 3.947549455861584
Average trip time: 30.710811423665003
Number of trips over 100 mins: 74
Average driver profit: 3.947549455861584
- 200 drivers with 20 choices
Average trip time: 32.581220364790646
Number of trips over 100 mins: 0
Average driver profit: 2.970044162127751
Average dropoff wait time: 11.01647984155854
Average pickup wait time: 8.046435679430795
- 400 with 5 choices
-- T3_extra.json Results--
Average trip time: 32.436746816128164
Number of trips over 100 mins: 0
Average driver profit: 3.232156770223699
Average dropoff wait time: 10.940750547411042
Average pickup wait time: 7.708593777187351
Density work:
Average requests per cell 15x15: 22.23111111111111