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Benchmarks
Network-constrained Unit Commitment Acceleration on IEEE 73 Bus System (10% Load Perturbation)
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0
Relative Cost Error
MILP
-1.44
8.28
18
27.72
Apr 3, 2026
Relative Cost Error
Solve Time (s)
Time Reduction
Constraint Reduction
Variable Reduction
Node Reduction
Updated 13d ago
Evaluation Results
Method
Method
Links
Relative Cost Error
Solve Time (s)
Time Reduction
Constraint Reduction
Variable Reduction
Node Reduction
MILP
Acceleration Method=Fu...
2026.04
0
1,149.33
0
0
0
0
KNN
Acceleration Method=KN...
2026.04
30
558.34
51.42
24.46
12.4
37.23
LLM
Acceleration Method=LL...
2026.04
30
171.58
85.11
36.73
22.52
66.41
K-means
Acceleration Method=K-...
2026.04
36
714.54
37.83
33.08
6.4
22.5
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