75 citations · 392 across the 36 of their papers we have counts for
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math.OC2020★ 1 cited
Second-order Conic Programming Approach for Wasserstein Distributionally Robust Two-stage Linear Programs
Zhuolin Wang, Keyou You, Shiji Song +1
This paper proposes a second-order conic programming (SOCP) approach to solve distributionally robust two-stage stochastic linear programs over 1-Wasserstein balls. We start from t…
math.OC2019
Wasserstein Distributionally Robust Shortest Path Problem
Zhuolin Wang, Keyou You, Shiji Song +1
This paper proposes a data-driven distributionally robust shortest path (DRSP) model where the distribution of the travel time in the transportation network can only be partially o…
math.OC2016★ 1 cited
Stochastic Source Seeking with Forward and Angular Velocity Regulation
Jinbiao Lin, Shiji Song, Keyou You +1
This paper studies a stochastic extremum seeking method to steer a nonholonomic vehicle to the unknown source of a static spatially distributed filed in a plane. The key challenge…