Thus, we are applying genetic algorithm to optimize neural networks parameters. Experiments are conducted on the publicly available new dataset, Bot-IoT, consisting of legitimate and simulated IoT ...

Scientists in Spain have used genetic algorithms to optimize a feedforward artificial neural network for the prediction of energy generation of PV systems. Genetic algorithms use “parents” and ...

deforce (DErivative Free Optimization foR Cascade forward nEural networks) is a Python library that implements variants and the traditional version of Cascade Forward Neural Networks. These include ...

Genetic algorithms (GA) ... The architectures of these networks were found by the application of the Keras Tuner Python library (O'Malley, et al., ... Neural Network Acceleration of Genetic Algorithms ...

The artificial intelligence calculation method can effectively solve various nonlinear mapping relationships. The strength of these nonlinear solvers is exploited for the evaluation of power grid ...