Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization

► We introduce a hybrid neural network architecture of Particle Swarm Optimization and Adaptive Radial Basis Function. ► We introduce a time varying leverage trading strategy. ► We introduce a neural network fitness function for financial forecasting purposes.