Optimization over directed graphs: Linear convergence rate.
Chenguang XiUsman A. KhanPublished in: ICASSP (2017)
Keyphrases
- convergence rate
- directed graph
- global convergence
- faster convergence rate
- convergence speed
- step size
- line search
- learning rate
- random walk
- gradient method
- global search
- graph structure
- primal dual
- undirected graph
- wavelet neural network
- number of iterations required
- directed acyclic graph
- global optimization
- optimization algorithm
- optimization problems
- mutation operator
- numerical stability
- multi objective
- genetic algorithm
- quadratic programming
- linear programming
- lp norm
- evolutionary algorithm