Random projection techniques based on the Johnson--Lindenstrauss lemma are used for randomly aggregating the constraints or variables of optimization problems while approximately preserving their o…
We consider optimization problems on Riemannian manifolds with equality and inequality constraints, which we call Riemannian nonlinear optimization (RNLO) problems. Although they have numerous appl…