On the Convergence Rate of Average Consensus and Distributed optimization over Unreliable Networks.
Lili SuPublished in: ACSSC (2018)
Keyphrases
- convergence rate
- global convergence
- faster convergence rate
- convergence speed
- step size
- learning rate
- computer networks
- line search
- directed networks
- faster convergence
- gradient method
- distributed systems
- global optimization
- premature convergence
- optimization algorithm
- numerical stability
- global search
- number of iterations required
- social networks
- primal dual
- neural network
- optimization method
- mutation operator
- peer to peer
- simulated annealing
- optimization methods
- combinatorial optimization
- genetic algorithm