Direct search for stochastic optimization in random subspaces with zeroth-, first-, and second-order convergence and expected complexity

K. J. Dzahini, S. M. Wild

The work presented here is motivated by the development of StoDARS, a framework for large-scale stochastic blackbox optimization that not only is both an algorithmic and theoretica…