Beckmann potential ($V(y)={\sum }_j{\int }_0^{y_j}{D}_j(u)du$)

The Beckmann potential integrates each link's delay function. Its gradient with respect to route flows is the corresponding vector of route delays, making Wardrop equilibrium a convex optimization problem.