Towards robust resNet: A small step but a giant leap
Jingfeng Zhang, Bo Han, et al.
IJCAI 2019
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.
Jingfeng Zhang, Bo Han, et al.
IJCAI 2019
Shiau Hong Lim, Yeow Khiang Chia, et al.
Transp. Res. Part C Emerg. Technol.
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Transportation Research Part B
Soham Ghosh, Muhammad Tayyab Asif, et al.
CDC 2017