arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2103.11990math.COcs.DM
收藏

二部图边染色解空间上的马尔可夫链

A Markov chain on the solution space of edge-colorings of bipartite graphs

Letong Hong, Istvan Miklos

摘要:

本文利用解空间的某些性质,证明了二部图的边$k$ -染色上的不可约马尔可夫链$M$。我们证明了这个马尔可夫链的直径与图中的边数线性增长。我们还证明了一个多项式上界的接受率的倒数的Metropolis-Hastings算法时,该算法应用于$M$与所有可能的边$k$均匀分布的$G$着色。我们的结果的一个特殊情况是拉丁矩形的可能完成的解空间。

英文摘要:

In this paper, we exhibit an irreducible Markov chain $M$ on the edge $k$-colorings of bipartite graphs based on certain properties of the solution space. We show that diameter of this Markov chain grows linearly with the number of edges in the graph. We also prove a polynomial upper bound on the inverse of acceptance ratio of the Metropolis-Hastings algorithm when the algorithm is applied on $M$ with the uniform distribution of all possible edge $k$-colorings of $G$. A special case of our results is the solution space of the possible completions of Latin rectangles.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑