Research Article

An Improved Self-Organizing Migration Algorithm for Short-Term Load Forecasting with LSTM Structure Optimization

Table 5

Search space.

HyperparameterSearch spaceType

Number of nodes at the hidden layer[1, 200]Integer
Time step[1, 14]Integer
Learning rate[0.001, 0.01]Float
Epoch[1, 500]Integer
Batch size[1, 128]Integer