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基于Anderson加速分裂迭代算法求解多重线性PageRank问题
Solving Multilinear PageRank Problem Based on Anderson Accelerated Splitting Iteration Algorithm

DOI: 10.12677/pm.2025.151026, PP. 229-236

Keywords: 多重线性PageRank问题,张量分裂,Anderson加速
Multilinear PageRank Problem
, Tensor Splitting, Anderson Acceleration

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Abstract:

本文针对多重线性PageRank问题,结合松弛技术,提出了一般形式的张量分裂迭代算法,并给出了相应的收敛性分析。进一步,结合Anderson加速技术,提出了新的张量分裂算法。
In this paper, combining relaxation techniques, a general form of tensor splitting iterative algorithm is proposed for the multilinear PageRank problem, and the corresponding convergence analysis is given. Furthermore, a new tensor splitting algorithm is proposed by incorporating Anderson acceleration techniques.

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