Asynchronous Optimization Over Graphs: Linear Convergence Under Error Bound Conditions.
Loris CannelliFrancisco FacchineiGesualdo ScutariVyacheslav KungurtsevPublished in: IEEE Trans. Autom. Control. (2021)
Keyphrases
- error bounds
- finite sample
- theoretical analysis
- global convergence
- worst case
- faster convergence
- quadratic programming
- sufficient conditions
- quasi newton
- convergence rate
- initial conditions
- series parallel
- optimization problems
- objective function
- sample size
- optimization method
- relative error
- probability distribution
- evolutionary algorithm
- machine learning