Triangular M/G/1-Type and Tree-Like Quasi-Birth-Death Markov Chains

Triangular M/G/1-Type and Tree-Like Quasi-Birth-Death Markov Chains
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三角形M/G/1型和树状准生死马尔可夫链

DOI:
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发表时间:
2011
影响因子:
2.1
通讯作者:
J. V. Leeuwaarden
J. V. Leeuwaarden
中科院分区:
计算机科学3区
文献类型:
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作者:
B. V. Houdt;J. V. Leeuwaarden

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在对M/G/1型和树型拟生灭(QBD)马氏链应用矩阵分析方法时,确定一个(组)非线性矩阵方程的解是至关重要的.这通常是通过迭代方法完成的。我们考虑高度结构化的子类的三角M/G/1型和树状QBD马尔可夫链,允许一个有效的矩阵方程的直接解决方案。
In applying matrix-analytic methods to M/G/1-type and tree-like quasi-birth-death (QBD) Markov chains, it is crucial to determine the solution to a (set of) nonlinear matrix equation(s). This is usually done via iterative methods. We consider the highly structured subclass of triangular M/G/1-type and tree-like QBD Markov chains that allows for an efficient direct solution of the matrix equation.