Curvature-Dependant Global Convergence Rates for Optimization on Manifolds of Bounded Geometry.
Mario Lezcano CasadoPublished in: CoRR (2020)
Keyphrases
- global convergence
- optimization methods
- global optimum
- convergence speed
- convergence rate
- convergence analysis
- constrained optimization problems
- line search
- convex minimization
- globally convergent
- optimization method
- particle swarm
- optimization problems
- step size
- geometric structure
- manifold alignment
- particle swarm optimization
- information geometry
- multiscale
- optimization algorithm
- particle swarm optimization algorithm
- low dimensional
- multi objective
- objective function
- tangent space