At its core, the Multilayer Perceptron is composed of three or more layers: an input layer, one or more hidden layers, and an output layer. Each layer is comprised of interconnected artificial neurons ...

This paper describes the use of backpropagation artificial neural networks to forecast travel demand from disaggregate discrete choice data and compares them with logit models. Three data sets are ...