Stability, Linear Convergence, and Robustness of the Wang-Elia Algorithm for Distributed Consensus Optimization.
Michelangelo BinIvano NotarnicolaThomas ParisiniPublished in: CDC (2022)
Keyphrases
- optimization algorithm
- learning algorithm
- cost function
- preprocessing
- k means
- improved algorithm
- detection algorithm
- global convergence
- iterative algorithms
- constrained optimization
- convergence rate
- optimization method
- convergence property
- convergence proof
- np hard
- dynamic programming
- probabilistic model
- distributed systems
- faster convergence
- search space
- optimization model
- stochastic approximation
- computational cost
- closed form
- computational efficiency
- matching algorithm
- high accuracy
- linear programming
- globally convergent
- steepest descent method
- optimization process
- segmentation algorithm
- optimization problems
- simulated annealing
- multi agent