Understanding the Variance Dichotomy in Continuous Simulation Optimization: A Minimax Lower Bound Perspective

Jianzhong Du, L. Jeff Hong

This paper studies the variance dichotomy in continuous simulation optimization (CSO). Existing literature shows a sharp contrast between deterministic CSO and stochastic CSO, with…