Distributed Abstract Optimization via Constraints Consensus: Theory and Applications

Distributed abstract programs are a novel class of distributed optimization problems where i) the number of variables is much smaller than the number of constraints and ii) each constraint is associated to a network node. Abstract optimization programs are a generalization of linear programs that captures numerous geometric optimization problems. We propose… CONTINUE READING

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