Trust region

In optimization, particularly in the context of nonlinear optimization problems, a **trust region** is a strategy used to improve the convergence of algorithms. It refers to a region around the current point in which the optimization algorithm trusts that a model of the objective function is accurate enough to make reliable decisions.