Distributed Constrained Optimization with Linear Convergence Rate.
Ziwei DongShuai MaoWei DuYang TangPublished in: ICCA (2020)
Keyphrases
- convergence rate
- constrained optimization
- constrained optimization problems
- step size
- convergence speed
- global convergence
- closed form solutions
- learning rate
- constraint handling
- unconstrained optimization
- penalty function
- gradient method
- objective function
- mutation operator
- inequality constraints
- lagrange multipliers
- numerical stability
- penalty functions
- iterative methods
- convergence analysis
- conjugate gradient
- neural network
- premature convergence