Equilibrium Traffic Assignment

Equilibrium traffic assignment is a convex optimization problem that aims to approximate the network traffic distribution under user equilibrium through training a proxy model. The objective of this task is to achieve a stable state of traffic flow across all paths in the network, ensuring that the travel cost for each user is minimized. In traffic planning and management, this approach can effectively predict and optimize road network traffic, enhancing the overall efficiency and reliability of the transportation system.