Distributed Newton Optimization With Maximized Convergence Rate.
Damián MarelliYong XuMinyue FuZenghong HuangPublished in: IEEE Trans. Autom. Control. (2022)
Keyphrases
- convergence rate
- global convergence
- faster convergence rate
- convergence speed
- step size
- primal dual
- learning rate
- mutation operator
- line search
- faster convergence
- numerical stability
- global search
- optimization problems
- newton method
- gradient method
- optimization algorithm
- convergence analysis
- interior point methods
- premature convergence
- evolution strategy
- number of iterations required
- optimization methods
- optimization method
- neural network
- non stationary
- global optimization
- gravitational search algorithm