Robust commuter movement inference from connected mobile devices
Baoyang Song, Hasan Poonawala, et al.
ICDM 2018
The multiclass network equilibrium problem is expressed in general as a nonmonotone, asymmetric, variational inequality problem. We show that in spite of the nonmonotonicity of the cost operator, the problem may actually satisfy a weaker property, induced by the hierarchical nature of the travel cost interactions. This property allows a natural decomposition approach, not otherwise available, that admits provably convergent algorithms. We present one such algorithm, easily implementable using a solver for the single-class network equilibrium problem, together with a convergence proof. © 2004 INFORMS.
Baoyang Song, Hasan Poonawala, et al.
ICDM 2018
Sebastien Blandin, Laura Wynter, et al.
AAMAS 2019
Xiaocheng Tang, Sébastien Blandin, et al.
IFAC 2014
Illia Racunica, Laura Wynter
Transportation Research Part B