Predict cryptocurrencies based on the GA-BP neural network
Jiamin Hu, Xiaoxiao Li · 2024
As the cryptocurrency market has flourished, Bitcoin has attracted widespread attention as a global leading digital currency. We used a standard BP neural network model to train and predict the price of Bitcoin based on the S&P 500 value index, cryptocurrency trading volume, and the highest price of Bitcoin. The parameters of the neural network were then optimized using a genetic algorithm. The study found that while both models could predict bitcoin price trends, the GA-BP algorithm did better in predicting bitcoin prices.