Fastest Mixing Markov Chain on a PathLin Xiao
In the Fastest Mixing Markov Chain problem, we are given a graph $$G = (V, E)$$ and desire the discrete-time Markov chain with smallest mixing time $$\tau
a local switch markov chain on given degree graphs with:给定度图上的局部交换马氏链 热度: 相关推荐 a r X i v : 0 7 0 9 . 0 9 5 5 v 1 [ m a t h . P R ] 6 S e p 2 0 0 7 FastestMixingMarkovChainonGraphswithSymmetries StephenBoyd ∗ PersiDiaconis † PabloA.Parrilo...
For an irreducible stochastic matrix T, the Kemeny constant K(T) measures the expected time to mixing of the Markov chain corresponding to T. Given a strongly connected directed graph D, we consider the set ΣD of stochastic matrices whose directed graph is subordinate to D, and compute the...
双语例句 用作形容词(adj.) The fastest animal on land is the cheetah. 陆地上跑得最快的动物是印度豹。 权威例句 The Fastest Pedestrian Detector in the West The Fastest Pedestrian Detector in the West [C] Fastest Mixing Markov Chain on a Graph ...
This has been treated as the Fastest Mixing Markov Chain (FMMC) problem over a graph with given transition probabilities over a subset of edges. Addressing this multi-objective optimization problem over the friendship graph, this paper has provided the corresponding Pareto optimal points or the ...
The fastest mixing, Markov chain (FMMC) problem for G is to determine the weighting that yields the fastest mixing random walk. We solve the FMMC problem in the case that G is the union of two complete graphs.doi:10.1080/03081087.2010.538690Allison, Mary...
Xiao. Fastest Mixing Markov Chain on a Graph. SIAM Review, problems and techniques section, 46(4):667-689, December 2004.S. Boyd, P. Diaconis, and L. Xiao, “Fastest mixing Markov chain on a graph,” SIAM Review...
Fastest Mixing Markov-Chain problemoptimizationregularizationsparsityIn the consensus problem on multi-agent systems, in which the states of the agents represent opinions, the agents aim at reaching a common opinion (or consensus state) through local exchange of information. An important ...
fastest mixingsecond largest eigenvalue modulusgraph theoryIn this paper, we consider two convex optimisation problems in order to maximise the mixing rate of a Markov chain on an undirected path. In the first formulation, the holding probabilities of vertices are identical and the transition ...