stochastic-last-mile-benchmark / lastmile_medium_s456.json
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Publish stochastic last-mile benchmark results
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{
"instance_id": "lastmile_medium_s456",
"strategies": {
"routefinder": {
"final_metrics": {
"total_distance": 5529.59,
"total_lateness_min": 48633.63,
"total_objective": 394598.63,
"reoptimization_count": 145,
"avg_route_change_penalty": 0.446
},
"stability_metrics": {
"schedule_stability_score": 0.84,
"avg_route_change_penalty": 0.446,
"reoptimization_count": 145,
"reopt_rate_per_hour": 12.083,
"driver_disruption_index": 6.921
},
"n_steps": 145
},
"rolling_horizon": {
"final_metrics": {
"total_distance": 5600.58,
"total_lateness_min": 49267.29,
"total_objective": 399755.65,
"reoptimization_count": 145,
"avg_route_change_penalty": 1.012
},
"stability_metrics": {
"schedule_stability_score": 0.8287,
"avg_route_change_penalty": 1.012,
"reoptimization_count": 145,
"reopt_rate_per_hour": 12.083,
"driver_disruption_index": 15.692
},
"n_steps": 145
},
"alns": {
"final_metrics": {
"total_distance": 5475.07,
"total_lateness_min": 48981.19,
"total_objective": 397324.59,
"reoptimization_count": 145,
"avg_route_change_penalty": 0.639
},
"stability_metrics": {
"schedule_stability_score": 0.8362,
"avg_route_change_penalty": 0.639,
"reoptimization_count": 145,
"reopt_rate_per_hour": 12.083,
"driver_disruption_index": 9.911
},
"n_steps": 145
},
"monte_carlo": {
"final_metrics": {
"total_distance": 5284.83,
"total_lateness_min": 48494.82,
"total_objective": 393243.39,
"reoptimization_count": 145,
"avg_route_change_penalty": 0.17
},
"stability_metrics": {
"schedule_stability_score": 0.8456,
"avg_route_change_penalty": 0.17,
"reoptimization_count": 145,
"reopt_rate_per_hour": 12.083,
"driver_disruption_index": 2.641
},
"n_steps": 145
},
"scenario_tree": {
"final_metrics": {
"total_distance": 5118.45,
"total_lateness_min": 48398.22,
"total_objective": 392304.21,
"reoptimization_count": 145,
"avg_route_change_penalty": 0.212
},
"stability_metrics": {
"schedule_stability_score": 0.8447,
"avg_route_change_penalty": 0.212,
"reoptimization_count": 145,
"reopt_rate_per_hour": 12.083,
"driver_disruption_index": 3.29
},
"n_steps": 145
},
"ortools": {
"final_metrics": {
"total_distance": 5202.48,
"total_lateness_min": 41370.74,
"total_objective": 336168.41,
"reoptimization_count": 145,
"avg_route_change_penalty": 0.469
},
"stability_metrics": {
"schedule_stability_score": 0.8396,
"avg_route_change_penalty": 0.469,
"reoptimization_count": 145,
"reopt_rate_per_hour": 12.083,
"driver_disruption_index": 7.266
},
"n_steps": 145
},
"reinforcement_learning": {
"final_metrics": {
"total_distance": 5518.42,
"total_lateness_min": 48798.08,
"total_objective": 395903.06,
"reoptimization_count": 145,
"avg_route_change_penalty": 0.06
},
"stability_metrics": {
"schedule_stability_score": 0.8478,
"avg_route_change_penalty": 0.06,
"reoptimization_count": 145,
"reopt_rate_per_hour": 12.083,
"driver_disruption_index": 0.928
},
"n_steps": 145
}
},
"ranking": [
"ortools",
"scenario_tree",
"monte_carlo",
"routefinder",
"reinforcement_learning",
"alns",
"rolling_horizon"
],
"winner": "ortools"
}