## Riemannian Interior Point Methods for Constrained Optimization on Manifolds

We extend the classical primal-dual interior point method from the Euclidean setting to the Riemannian one. Our method, named the Riemannian interior point method (RIPM), is for solving RiemannianĀ constrained optimization problems. We establish its locally superlinear and quadratic convergenceĀ under the standard assumptions. Moreover, we show its global convergence when it is combined with … Read more