任意精细可分矩阵

Priyanka Joshi, Helena Šmigoc
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摘要

本文介绍并研究了一类对无限多个自然数 $c$ 具有随机 $c$-th 根的随机矩阵。这类矩阵被称为任意精细可分矩阵,是对无限可分矩阵类的概括。特别是,如果 $A$ 是某个时间段内马尔可夫过程的过渡矩阵,那么 $A$ 的任意精细可分性是存在与任意短时间内该马尔可夫过程相对应的过渡矩阵的必要条件和充分条件。在本文中,我们为研究任意精细可分矩阵奠定了基础,并用 2 次 2 元矩阵、3 次 3 元循环矩阵和秩二矩阵的具体例子演示了这些概念。
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Arbitrarily Finely Divisible Matrices
The class of stochastic matrices that have a stochastic $c$-th root for infinitely many natural numbers $c$ is introduced and studied. Such matrices are called arbitrarily finely divisible, and generalise the class of infinitely divisible matrices. In particular, if $A$ is a transition matrix for a Markov process over some time period, then arbitrarily finely divisibility of $A$ is the necessary and sufficient condition for the existence of transition matrices corresponding to this Markov process over arbitrarily short periods. In this paper, we lay the foundation for research into arbitrarily finely divisible matrices and demonstrate the concepts using specific examples of $2 \times 2$ matrices, $3 \times 3$ circulant matrices, and rank-two matrices.
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