Extended RSDFO is a population-based optimizer on Riemannian manifolds that combines local searches into mixtures to escape local regions, with a finite-step global convergence theorem on compact manifolds.
A collection of nonsmooth riemannian optimiza- tion problems, in: Nonsmooth Optimization and Its Applications
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A Framework for Population-Based Stochastic Optimization on Abstract Riemannian Manifolds
Extended RSDFO is a population-based optimizer on Riemannian manifolds that combines local searches into mixtures to escape local regions, with a finite-step global convergence theorem on compact manifolds.