Transit Route Network Design on Bloomington network α = 0.3 mixed-mode share
0.5464Service RateAlphaTransit
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AlphaTransitNiter=5002026.05 | 0.5464 | 7.13 | 0.8266 | 35.81 | 21.99 | 80 | 0.221 | |
| Pure MCTS2026.05 | 0.533 | 7.42 | 0.8497 | 37.57 | 19.87 | 86 | 0.2193 | |
| Genetic Alg.2026.05 | 0.5042 | 9.07 | 0.8261 | 39.14 | 17.12 | 79 | 0.1976 | |
| End-to-End RLbaseline=PPO, MCTS=false2026.05 | 0.4972 | 8.46 | 0.8449 | 41.14 | 18.09 | 111.9 | 0.1989 | |
| Neural Evol.2026.05 | 0.4785 | 5.65 | 0.9216 | 29.94 | 23.71 | 101 | 0.1311 | |
| RL Agentalpha=0.3, initialization=transit center2025.12 | 0.4519 | 10.32 | 0.869 | 48.82 | 11.46 | 92 | 0.1878 | |
| Real-World2026.05 | 0.4277 | 14.02 | 0.8605 | 46.83 | 13.15 | 89 | 0.1769 | |
| Real-worldalpha=0.3, initialization=transit center2025.12 | 0.4228 | 14.19 | 0.8607 | 48.12 | 13.17 | 89 | 0.1791 | |
| Demand Cover2026.05 | 0.4011 | 19.15 | 0.7745 | 45.46 | 6.18 | 40.1 | 0.1242 | |
| Bee Colony2026.05 | 0.3983 | 10.5 | 0.8797 | 34.09 | 18.58 | 94 | 0.1207 | |
| Shortest Path2026.05 | 0.3789 | 23.35 | 0.8443 | 45.06 | 4.75 | 21.6 | 0.0653 | |
| Random Walk2026.05 | 0.3641 | 21.79 | 0.8226 | 49.66 | 5.06 | 35.4 | 0.111 |