Differentially private distributed optimization for multi-agent systems via the augmented Lagrangian algorithm
Yuan-Wei Lv, Guang‐Hong Yang, Chong‐Xiao Shi
Topics & Concepts
Differential privacyAugmented Lagrangian methodConvergence (economics)Laplacian matrixAlgorithmBounded functionMathematical optimizationComputer scienceConvex functionRate of convergenceConvex optimizationDistributed algorithmErgodic theoryMathematicsRegular polygonTheoretical computer scienceGraphChannel (broadcasting)Computer networkProgramming languageEconomicsEconomic growthGeometryMathematical analysisDistributed Control Multi-Agent SystemsPrivacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques