Linear Convergence of Pre-Conditioned PI Consensus Algorithm under Restricted Strong Convexity.
Kushal ChakrabartiMayank BaranwalPublished in: CoRR (2023)
Keyphrases
- detection algorithm
- dynamic programming
- experimental evaluation
- matching algorithm
- learning algorithm
- iterative algorithms
- objective function
- cost function
- improved algorithm
- worst case
- convergence rate
- high accuracy
- recognition algorithm
- computational complexity
- times faster
- linear complexity
- linear systems
- stochastic approximation
- computationally efficient
- conjugate gradient algorithm
- mathematical model
- optimization algorithm
- expectation maximization
- particle swarm optimization
- computational cost
- transfer function
- significant improvement
- k means
- search space
- preprocessing
- rapid convergence
- optimal solution
- convergence proof