Python 3.8.5 and Pytorch1.7.0 are used to implement the proposed algorithm. The training hardware consists of an i7-10700K CPU and an NVIDIA GeForce RTX 3090 GPU. Table 2 shows the hyperparameter setting for all the models used in this study. In order to compare the performance of various...
A novel approach using genetic neural networks (GNN), which apply a genetic algorithm for weight and bias optimization instead of the traditional backpropa- gation method, has shown promising results in wind velocity prediction [42, 43]. Enhancing ANN training with particle swarm optimization (PSO...