Deep Neural Networks for Choice Analysis: Architectural Design with Alternative-Specific Utility Functions

Shenhao Wang, Baichuan Mo, Jinhua Zhao

Whereas deep neural network (DNN) is increasingly applied to choice analysis, it is challenging to reconcile domain-specific behavioral knowledge with generic-purpose DNN, to impro…