Criteria and Convergence Rates in Noisy Optimization.
Sandra Astete MoralesMarie-Liesse CauwetOlivier TeytaudPublished in: GECCO (Companion) (2015)
Keyphrases
- convergence rate
- global convergence
- learning rate
- convergence speed
- step size
- optimization algorithm
- optimization problems
- global optimization
- primal dual
- optimization method
- gradient method
- optimization methods
- mutation operator
- faster convergence
- gaussian kernels
- numerical stability
- approximation algorithms
- global optimum
- special case
- conjugate gradient
- number of iterations required