Distributed optimization for multi-agent system over unbalanced graphs with linear convergence rate.
Songsong ChengShu LiangPublished in: Kybernetika (2020)
Keyphrases
- convergence rate
- global convergence
- multi agent systems
- faster convergence rate
- multi agent
- convergence speed
- cooperative
- step size
- learning rate
- line search
- agent technology
- multiagent environments
- primal dual
- distributed systems
- global search
- quadratic programming
- gradient method
- faster convergence
- optimization method
- optimization problems
- global optimization
- wavelet neural network
- mutation operator
- numerical stability
- number of iterations required
- optimization algorithm
- optimization methods
- evolution strategy
- global optimum