On the Convergence of NEAR-DGD for Nonconvex Optimization with Second Order Guarantees.
Charikleia IakovidouErmin WeiPublished in: CDC (2021)
Keyphrases
- global optimization
- optimization problems
- globally convergent
- faster convergence
- global convergence
- nonlinear programming
- convergence proof
- evolutionary multiobjective
- higher order
- optimization algorithm
- constrained optimization
- stationary points
- optimization process
- autocalibration
- convergence rate
- stochastic gradient
- iterative algorithms
- genetic algorithm
- multi objective evolutionary algorithms
- optimization methods
- multi objective
- pairwise
- objective function