On the Impossibility of Global Convergence in Multi-Loss Optimization.
Alistair LetcherPublished in: ICLR (2021)
Keyphrases
- global convergence
- optimization methods
- global optimum
- convergence analysis
- convergence rate
- convergence speed
- constrained optimization problems
- line search
- coordinate ascent
- convex minimization
- optimization method
- particle swarm
- globally convergent
- step size
- hybrid algorithm
- differential evolution
- optimization problems
- simulated annealing
- neural network
- multiscale
- particle swarm optimization algorithm
- optimization algorithm
- newton method
- evolutionary algorithm