Stochastic global optimization of continuous functions via random walks on Grassmannians

Kartik Gupta, Stephen D. Miller, Pradeep Ravikumar +1

We introduce a stochastic global optimization method based on random walks on Grassmannian manifolds. To minimize a continuous objective $\ell :{\mathbb{R}}^d\to \mathbb{R}$, t…