Evolutionary Optimization of the Weight Coefficients of a Multilayer Perceptron for Solving a Binary Classification Problem
Currently, the main method used for training neural networks is the backpropagation method, which is based on selecting appropriate weight coefficients using gradient descent. However, this method has a major limitation: it may become trapped in local optima. The application of a genetic algorithm helps to overcome thi...