Distributed zeroth-order optimization: Convergence rates that match centralized counterpart
Deming Yuan, Lei Wang, Alexandre Proutière, Guodong Shi
Topics & Concepts
Subgradient methodZeroth law of thermodynamicsScalabilityComputer scienceConvergence (economics)Node (physics)Mathematical optimizationRate of convergenceDistributed algorithmOptimization problemAlgorithmDistributed computingKey (lock)MathematicsEngineeringStructural engineeringPhysicsQuantum mechanicsDatabaseEconomic growthEconomicsComputer securityDistributed Control Multi-Agent SystemsAdvanced Optimization Algorithms ResearchStochastic Gradient Optimization Techniques