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Research On Construction and Performance Optimization of The LEA-LSTM Model by Priyanka Kilaniya is a document available to read on EtoBox.

What is Research On Construction and Performance Optimization of The LEA-LSTM Model about?

The document presents research on the LEA-LSTM model, which optimizes the Long Short-Term Memory (LSTM) network using the Love Evolution Algorithm (LEA) to address issues like hyperparameter tuning and slow convergence. The proposed model demonstrates significant improvements in prediction accuracy and convergence speed when tested on datasets such as the Jena Climate Dataset and power load forecasting scenarios, outperforming traditional LSTM and other optimized models. The study highlights the effectivene

Author

Priyanka Kilaniya

Language

EN