scholar.google.com › citations
Oct 11, 2016 · In this paper, we consider a distributed robust optimization (DRO) problem, where multiple agents in a networked system cooperatively ...
Oct 25, 2022 · The distributed robust optimization problem is investigated in this article for a class of networked agent systems under stochastically ...
A distributed distributionally robust optimization (DRO) framework is proposed to facilitate the coordination of DN and NBCSS.
In this paper, we consider a distributed robust optimization (DRO) problem, where multiple agents in a networked system cooperatively minimize a global ...
Most existing algorithms for solving robust optimization problems are centralized, thus not suitable for networking problems that demand distributed solutions.
People also ask
What is distributionally robust optimization?
What is a robust optimization?
We explore how to design a robust distribution network when the uncertainty in the continuous parameters is modeled through polyhedral sets combined with other ...
Here we will focus instead on the distributiveness- preserving formulation of the robust optimization, which is desirable for many practical problems in ...
Aug 22, 2022 · Abstract:This paper focuses on solving a data-driven distributionally robust optimization problem over a network of agents.
This article investigates the robustness issues of a set of distributed optimization algorithms, which aim to approach the optimal solution to a sum of ...
A two-stage distributed robust optimization model of an active distribution network is constructed with the sum of day-ahead operating cost, intra-day ...