Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks.
Angelia NedichPublished in: Found. Trends Syst. Control. (2015)
Keyphrases
- convergence rate
- global convergence
- faster convergence rate
- convergence speed
- line search
- learning rate
- step size
- computer networks
- faster convergence
- social networks
- global optimization
- gradient method
- optimization algorithm
- numerical stability
- mutation operator
- primal dual
- gravitational search algorithm
- optimization problems
- distributed systems
- evolutionary algorithm
- number of iterations required
- dynamical systems
- premature convergence
- global search
- wavelet neural network
- neural network
- peer to peer
- optimization methods
- combinatorial optimization