38 citations · 48 across the 5 of their papers we have counts for
5 papers
Approximate Methods for Solving Chance Constrained Linear Programs in Probability Measure Space
Xun Shen, Satoshi Ito
A risk-aware decision-making problem can be formulated as a chance-constrained linear program in probability measure space. Chance-constrained linear program in probability measure…
Receding Horizon Optimization for Disturbance-aware Predictive Control of Power Electronic Inverters
Zhengxi Chen, Xun Shen
A disturbance-aware predictive control policy is proposed for DC-AC power inverters with the receding horizon optimization approach. First, a discrete event-driven hybrid automaton…
Statistical Simulator for the Engine Knock
Xun Shen, Tinghui Ouyang, Jiancang Zhuang +1
This paper proposes a statistical simulator for the engine knock based on the Mixture Density Network (MDN) and the accept-reject method. The proposed simulator can generate the ra…
Approximate Uncertain Program
Xun Shen, Jiancang Zhuang, Xingguo Zhang
Chance constrained program where one seeks to minimize an objective over decisions which satisfy randomly disturbed constraints with a given probability is computationally intracta…
Parallel Randomized Algorithm for Chance Constrained Program
Xun Shen, Jiancang Zhuang, Xingguo Zhang
Chance constrained program is computationally intractable due to the existence of chance constraints, which are randomly disturbed and should be satisfied with a probability. This…