2 papers
math.OC2020
First-order algorithms for a class of fractional optimization problems
Na Zhang, Qia Li
We consider in this paper a class of single-ratio fractional minimization problems, in which the numerator part of the objective is the sum of a nonsmooth nonconvex function and a…
cs.LG2020
Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency
Xinglei Wang, Xuefeng Guan, Jun Cao +2
Obtaining accurate information about future traffic flows of all links in a traffic network is of great importance for traffic management and control applications. This research st…