Analytical convergence regions of accelerated gradient descent in nonconvex optimization under Regularity Condition.
Huaqing XiongYuejie ChiBin HuWei ZhangPublished in: Autom. (2020)
Keyphrases
- optimization problems
- global optimization
- global convergence
- cost function
- objective function
- nonlinear programming
- faster convergence
- evolutionary multiobjective
- sufficient conditions
- quasi newton
- convergence rate
- convex optimization
- optimization algorithm
- globally convergent
- combinatorial optimization
- image regions
- line search
- update rule
- image structure
- optimization methods
- loss function
- mixed integer nonlinear programming
- operator splitting