Find local optima, as a method to approximately solve hard nonlinear optimization problems. Main methods:
THE EFFECT OF GRADIENT NOISE ON THE ENERGY LANDSCAPE OF DEEP NETWORKS
EXPLORATIONS ON HIGH DIMENSIONAL LANDSCAPES