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Generator Deployment on Synthetic W=2 (out-of-sample)

16,173.1CostTrue Optimal
15,960.015217,398.337618,836.6620,274.9824Feb 25, 2025

Evaluation results

MethodLinks
True OptimalFramework=Optimal2025.0216,173.1—0
Neural ODEFramework=GDF2025.0216,184.521,047.4711.42
Neural ODEFramework=Two-stage2025.0216,214.971,278.4340.51
LSTMFramework=Two-stage2025.0217,659.7310,906.761,486.63
RNNFramework=GDF2025.0217,903.6630,448.271,730.55
RNNFramework=Two-stage2025.0217,904.326,356.681,731.32
OnlineFramework=Online, lag=12025.0218,032.49—1,859.39
LSTMFramework=GDF2025.0218,139.869,777.48872.22
OnlineFramework=Online, lag=32025.0221,500.22—5,327.12