Chlorination Control Optimization on Water Distribution System (held-out scenario)
16.673BoundRandom Injection
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Random InjectionDistribution=U(0, 10000)2026.02 | 16.673 | 185.722 | 3,478.98 | 21,650,000 | 0.106 | |
| Constant InjectionConcentration=250 mg/L2026.02 | 0.84 | 8.915 | — | 1,080,000 | 3.612 | |
| NSGA-II (Curricular)Agent Type=Evolved Agent, Selection=Knee-point, Curriculum=true2026.02 | 0.463 | 5.18 | 6.852 | 484,300 | 3.627 | |
| Random InjectionDistribution=U(0, 250)2026.02 | 0.408 | 4.289 | 87.024 | 533,400 | 4.431 | |
| NSGA-IIAgent Type=Evolved Agent, Selection=Knee-point2026.02 | 0.401 | 24.014 | 17.693 | 750,000 | 5.16 | |
| Constant InjectionConcentration=0.3 mg/L2026.02 | 0.114 | 0.194 | — | 1,296 | 5.16 | |
| PPOAgent Type=PPO Agent2026.02 | 0.114 | 0.195 | 3.658 | 3,636.568 | 5.16 | |
| NEATAgent Type=Evolved Agent2026.02 | 0.113 | 0.195 | 0.452 | 3,456 | 5.16 | |
| Constant InjectionConcentration=10 mg/L2026.02 | 0.105 | 0.196 | — | 43,200 | 5.16 |