An Adaptive Sampling Algorithm for Level-set Approximation

Matteo Croci, Abdul-Lateef Haji-Ali, Ian C. J. Powell

We propose a new numerical scheme for approximating level-sets of Lipschitz multivariate functions which is robust to stochastic noise. The algorithm's main feature is an adaptive…