Convergence rates of inertial splitting schemes for nonconvex composite optimization.
Patrick R. JohnstonePierre MoulinPublished in: ICASSP (2017)
Keyphrases
- convergence rate
- global convergence
- optimization problems
- global optimization
- learning rate
- step size
- line search
- nonlinear programming
- convergence speed
- optimization methods
- optimization algorithm
- number of iterations required
- mutation operator
- primal dual
- gaussian kernels
- objective function
- numerical stability
- genetic algorithm
- optimization method
- faster convergence
- linear programming
- dynamic programming
- stopping criterion