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math.OC2022
Distributed gradient-based optimization in the presence of dependent aperiodic communication
Adrian Redder, Arunselvan Ramaswamy, Holger Karl
Iterative distributed optimization algorithms involve multiple agents that communicate with each other, over time, in order to minimize/maximize a global objective. In the presence…
math.OC2021
Practical sufficient conditions for convergence of distributed optimisation algorithms over communication networks with interference
Adrian Redder, Arunselvan Ramaswamy, Holger Karl
Information exchange over networks can be affected by various forms of delay. This causes challenges for using the network by a multi-agent system to solve a distributed optimisati…