Variational Bayesian Inference for Crowdsourcing Predictions
Desmond Cai, Duc Thien Nguyen, et al.
CDC 2020
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.
Desmond Cai, Duc Thien Nguyen, et al.
CDC 2020
Parijat Dube, Zhen Liu, et al.
CDC 2003
Brenda Dietrich, Giuseppe A. Paleologo, et al.
Production and Operations Management
Yuye He, Sebastien Blandin, et al.
ICDMW 2014