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cs.DC2016★ 3 cited
Distributed Convex Optimization with Inequality Constraints over Time-varying Unbalanced Digraphs
Pei Xie, Keyou You, Roberto Tempo +2
This paper considers a distributed convex optimization problem with inequality constraints over time-varying unbalanced digraphs, where the cost function is a sum of local objectiv…
cs.DC2016
Distributed Algorithms for Robust Convex Optimization via the Scenario Approach
Keyou You, Roberto Tempo, Pei Xie
This paper proposes distributed algorithms to solve robust convex optimization (RCO) when the constraints are affected by nonlinear uncertainty. We adopt a scenario approach by ran…