Sequential test sampling for stochastic derivative-free optimization

Anjie Ding, Francesco Rinaldi, Luis Nunes Vicente

In many derivative-free optimization algorithms, a sufficient decrease condition decides whether to accept a trial step in each iteration. This condition typically requires that th…