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The sensitivity of a quantum PageRank
Japan Journal of Industrial and Applied Mathematics ( IF 0.9 ) Pub Date : 2020-02-21 , DOI: 10.1007/s13160-020-00410-6
Hirotada Honda

In this paper, we discuss the sensitivity of quantum PageRank. By using the finite dimensional perturbation theory, we estimate the change of the quantum PageRank under a small analytical perturbation on the Google matrix. In addition, we will show the way to estimate the lower bound of the convergence radius as well as the error bound of the finite sum in the expansion of the perturbed PageRank.

中文翻译:

量子 PageRank 的敏感性

在本文中,我们讨论了量子 PageRank 的敏感性。通过使用有限维扰动理论,我们估计了在 Google 矩阵上的一个小的解析扰动下量子 PageRank 的变化。此外,我们将展示在扰动 PageRank 的扩展中估计收敛半径的下界以及有限和的误差界的方法。
更新日期:2020-02-21
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