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

<div>Average convergence curves of LSTM in STLF problem for 8 algorithms. (a) The algebraic convergence curve from 0 to 500. (b) The convergence curve trimmed on the <i>y</i> axis. (c) The algebraic convergence curve from 0 to 200. (d) The algebraic convergence curve from 200 to 500.</div>

Mathematical Problems in Engineering

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Figure 13

Figure 13: An Improved Self-Organizing Migration Algorithm for Short-Term Load Forecasting with LSTM Structure Optimization 