85 citations · 86 across the 4 of their papers we have counts for
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Integer Programming Approaches for Distributionally Robust Chance Constraints with Adjustable Risks
Yiling Zhang
We study distributionally robust chance-constrained programs (DRCCPs) with individual chance constraints under a Wasserstein ambiguity. The DRCCPs treat the risk tolerances associa…
Decision Rule Approaches for Pessimistic Bilevel Linear Programs under Moment Ambiguity with Facility Location Applications
Akshit Goyal, Yiling Zhang, Chuan He
We study a pessimistic stochastic bilevel program in the context of sequential two-player games, where the leader makes a binary here-and-now decision, and the follower responds a…
Building Load Control using Distributionally Robust Chance-Constrained Programs with Right-Hand Side Uncertainty and the Risk-Adjustable Variants
Yiling Zhang, Jin Dong
Aggregation of heating, ventilation, and air conditioning (HVAC) loads can provide reserves to absorb volatile renewable energy, especially solar photo-voltaic (PV) generation. In…
Ambiguous Chance-Constrained Binary Programs under Mean-Covariance Information
Yiling Zhang, Ruiwei Jiang, Siqian Shen
We consider chance-constrained binary programs, where each row of the inequalities that involve uncertainty needs to be satisfied probabilistically. Only the information of the mea…