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Open access Oct 2026

Differential Analysis of the Application of Evolutionary Strategies in Reservoir Operating Recurrent Neural Networks

Recurrent neural networks (RNNs) are widely used in reservoir operation because they can represent temporal dependencies, but their performance depends strongly on hyperparameter selection. This study compares eight evolutionary strategies—genetic algorithm (GA), particle swarm optimization (PSO), simulated annealing (...

Bo-Ran Zhu, Di Zhang, Jun-Qiang Lin et al. · 0 citations

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