Akash Mondal

Truncated Cauchy random perturbations for smoothed functional-based stochastic optimization

2024 · Automatica

In this paper, we present a stochastic gradient algorithm for minimizing a smooth objective function that is an expectation over noisy cost samples and only the latter are observed for any given parameter. Our algorithm …