Abstract: Traditional gradient-based training algorithms have been known to suffer from local minima and have heavy computation load for obtaining the derivative information. The particle swarm ...
Although mathematically elegant, back-propagation isn't perfect. Instead consider using particle swarm optimization (PSO) to train your neural network; here's how. You can think of a neural network as ...
Abstract: Supervised neural networks (NNs) have been successfully applied to solve classification problems. Various NN training algorithms were developed, including the particle swarm optimiser (PSO), ...
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