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sector
stringclasses
7 values
demand
stringclasses
3 values
strategy
stringclasses
6 values
recycling_target_pct
int64
55
75
emission_cap_tons
int64
100
150
net_cost_usd
float64
406k
1.01M
recycling_rate_pct
float64
35.9
78.9
total_emissions_tons
float64
4.06
8.75
total_distance_km
float64
979
2.26k
service_level_pct
float64
60.2
90
facility_balance_score
float64
90.5
97.8
solve_time_sec
float64
0
0.52
municipal
baseline
pyomo_integrated_network
65
120
739,295.73
50.43
8.587
2,259.4
71.43
97.79
0.521
municipal
high_diversion
nsga2_multiobjective
75
100
406,333.89
54.19
8.752
2,004.8
65.08
94.66
0.434
factory
baseline
ortools_periodic_routing
60
130
754,342.17
64.97
4.064
1,175.6
90
96.4
0.088
hospital
baseline
alns_collection_routing
55
110
724,762.52
45.92
4.834
1,267
64.29
97.71
0.027
ecommerce
high_diversion
inventory_routing_heuristic
70
120
957,649.94
78.91
6.146
1,142.9
60.2
90.53
0.001
electronics
market_downturn
scenario_robust_plan
65
140
874,858.64
35.85
5.68
1,479.2
79.12
97.44
0.353
construction
baseline
pyomo_integrated_network
58
150
1,006,758.2
44.79
7.612
2,019.7
77.68
96.97
0.17
food
high_diversion
nsga2_multiobjective
72
105
472,251.94
54.17
4.084
979.4
66.67
94.53
0.297

WasteLoop Sample Scenarios

Synthetic waste network scenarios for the WasteLoop circular waste collection and processing optimizer.

Contents

  • sample_*.json — Full optimization results per sector/demand scenario
  • eval_results.json — Benchmark metrics across scenarios
  • manifest.json — Dataset manifest
  • space-bundle/ — Gradio console for local or manual deployment

Sectors

Municipal, Factory, Hospital, E-Commerce, Packaging, Electronics, Construction, Food Processing

Metrics

Net cost, recycling rate, emissions, distance, service level, facility balance

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