Global ETD Search
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Showing 1 to 2 of 2 for “"Ergodic cost"”.
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A proximal atomic coordination algorithm for distributed optimization in distribution grids
… exhibits sub-linear convergence to the optimal ergodic cost, and linear convergence to the OPF solution. We demonstrate our results on various power grid topologies with large levels of renewable energy penetration and DR, and show that PAC converges to optimal control profiles in these …
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Uniform positive recurrence and long term behavior of Markov decision processes, with applications in sensor scheduling
… class of MDPs, facilitating analysis of the ergodic cost problem via the Arzela-Ascoli theorem. We also examine and exploit the previously underutilized Harnack inequality for discrete Markov chains; one aim of this work was to discover how much can be accomplished for models with this …