Lightning Talk 2: Distributionally Robust Origin Destination Demand Estimation
Title: Distributionally Robust Origin Destination Demand Estimation
Authors: Jingxing Wang, Jun Song, Chaoyue Zhao, Xuegang (Jeff) Ban
Abstract: Gaining a good understanding of the travel demands of a city or region is extremely important for many transportation applications. For stochastic origin-destination (OD) estimation problems, an accurate distribution assumption or observation of OD estimates or data is usually desired but not always available. In this paper, we establish a novel tw...
Keywords: OD demand estimation; distributionally robust optimization; quasi-sparsity