Linear Convergence for Distributed Optimization Without Strong Convexity.
Xinlei YiShengjun ZhangTao YangTianyou ChaiKarl Henrik JohanssonPublished in: CDC (2020)
Keyphrases
- global convergence
- optimization algorithm
- optimization problems
- global optimization
- distributed systems
- faster convergence
- quadratic programming
- cooperative
- optimization method
- optimization model
- distributed data
- evolutionary multiobjective
- autonomy oriented computing
- communication cost
- lightweight
- multi agent
- data sets
- optimization process
- convergence rate
- multi objective evolutionary algorithms
- fault tolerant
- convergence analysis
- stochastic gradient
- conjugate gradient method
- steepest descent method
- faster convergence rate