Download lastmile_small_s123.json from alirezaaminzadeh/stochastic-last-mile-benchmark: direct link, hf CLI and curl.
- Browser
- Download file 4 kB
-
https://huggingface.co/datasets/alirezaaminzadeh/stochastic-last-mile-benchmark/resolve/main/lastmile_small_s123.json
- Command line
-
hf download hf://datasets/alirezaaminzadeh/stochastic-last-mile-benchmark/lastmile_small_s123.json
-
curl -L -o lastmile_small_s123.json https://huggingface.co/datasets/alirezaaminzadeh/stochastic-last-mile-benchmark/resolve/main/lastmile_small_s123.json
4 kB
| { | |
| "instance_id": "lastmile_small_s123", | |
| "strategies": { | |
| "routefinder": { | |
| "final_metrics": { | |
| "total_distance": 2758.16, | |
| "total_lateness_min": 25915.86, | |
| "total_objective": 210085.04, | |
| "reoptimization_count": 145, | |
| "avg_route_change_penalty": 0.244 | |
| }, | |
| "stability_metrics": { | |
| "schedule_stability_score": 0.8441, | |
| "avg_route_change_penalty": 0.244, | |
| "reoptimization_count": 145, | |
| "reopt_rate_per_hour": 12.083, | |
| "driver_disruption_index": 3.778 | |
| }, | |
| "n_steps": 145 | |
| }, | |
| "rolling_horizon": { | |
| "final_metrics": { | |
| "total_distance": 3008.44, | |
| "total_lateness_min": 26261.67, | |
| "total_objective": 213110.21, | |
| "reoptimization_count": 145, | |
| "avg_route_change_penalty": 0.516 | |
| }, | |
| "stability_metrics": { | |
| "schedule_stability_score": 0.8386, | |
| "avg_route_change_penalty": 0.516, | |
| "reoptimization_count": 145, | |
| "reopt_rate_per_hour": 12.083, | |
| "driver_disruption_index": 7.994 | |
| }, | |
| "n_steps": 145 | |
| }, | |
| "alns": { | |
| "final_metrics": { | |
| "total_distance": 3001.73, | |
| "total_lateness_min": 25962.49, | |
| "total_objective": 210719.28, | |
| "reoptimization_count": 145, | |
| "avg_route_change_penalty": 0.447 | |
| }, | |
| "stability_metrics": { | |
| "schedule_stability_score": 0.84, | |
| "avg_route_change_penalty": 0.447, | |
| "reoptimization_count": 145, | |
| "reopt_rate_per_hour": 12.083, | |
| "driver_disruption_index": 6.934 | |
| }, | |
| "n_steps": 145 | |
| }, | |
| "monte_carlo": { | |
| "final_metrics": { | |
| "total_distance": 2727.98, | |
| "total_lateness_min": 25734.84, | |
| "total_objective": 208606.7, | |
| "reoptimization_count": 145, | |
| "avg_route_change_penalty": 0.133 | |
| }, | |
| "stability_metrics": { | |
| "schedule_stability_score": 0.8463, | |
| "avg_route_change_penalty": 0.133, | |
| "reoptimization_count": 145, | |
| "reopt_rate_per_hour": 12.083, | |
| "driver_disruption_index": 2.067 | |
| }, | |
| "n_steps": 145 | |
| }, | |
| "scenario_tree": { | |
| "final_metrics": { | |
| "total_distance": 2711.72, | |
| "total_lateness_min": 25823.53, | |
| "total_objective": 209299.96, | |
| "reoptimization_count": 145, | |
| "avg_route_change_penalty": 0.143 | |
| }, | |
| "stability_metrics": { | |
| "schedule_stability_score": 0.8461, | |
| "avg_route_change_penalty": 0.143, | |
| "reoptimization_count": 145, | |
| "reopt_rate_per_hour": 12.083, | |
| "driver_disruption_index": 2.223 | |
| }, | |
| "n_steps": 145 | |
| }, | |
| "ortools": { | |
| "final_metrics": { | |
| "total_distance": 2781.32, | |
| "total_lateness_min": 22064.69, | |
| "total_objective": 179298.85, | |
| "reoptimization_count": 145, | |
| "avg_route_change_penalty": 0.189 | |
| }, | |
| "stability_metrics": { | |
| "schedule_stability_score": 0.8452, | |
| "avg_route_change_penalty": 0.189, | |
| "reoptimization_count": 145, | |
| "reopt_rate_per_hour": 12.083, | |
| "driver_disruption_index": 2.924 | |
| }, | |
| "n_steps": 145 | |
| }, | |
| "reinforcement_learning": { | |
| "final_metrics": { | |
| "total_distance": 3050.16, | |
| "total_lateness_min": 25919.29, | |
| "total_objective": 210404.48, | |
| "reoptimization_count": 145, | |
| "avg_route_change_penalty": 0.028 | |
| }, | |
| "stability_metrics": { | |
| "schedule_stability_score": 0.8484, | |
| "avg_route_change_penalty": 0.028, | |
| "reoptimization_count": 145, | |
| "reopt_rate_per_hour": 12.083, | |
| "driver_disruption_index": 0.434 | |
| }, | |
| "n_steps": 145 | |
| } | |
| }, | |
| "ranking": [ | |
| "ortools", | |
| "monte_carlo", | |
| "scenario_tree", | |
| "routefinder", | |
| "reinforcement_learning", | |
| "alns", | |
| "rolling_horizon" | |
| ], | |
| "winner": "ortools" | |
| } |