Joint Optimization and Statistical Inference for Zero-th Order Simulation Optimization

Yuhang Wu, Zeyu Zheng, Yingfei Wang +3

We consider stochastic optimization problems with the dual tasks of (i) effectively finding the optimizer and (ii) reliably conducting statistical inference for the optimal objecti…