The Extrapolation-Accelerated Multilevel Aggregation Method in PageRank Computation
Joint Authors
Pu, Bing-Yuan
Lin, Yi-Qin
Wen, Chun
Huang, Ting-Zhu
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-09-17
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
An accelerated multilevel aggregation method is presented for calculating the stationary probability vector of an irreducible stochastic matrix in PageRank computation, where the vector extrapolation method is its accelerator.
We show how to periodically combine the extrapolationmethod together with the multilevel aggregation method on the finest level for speeding up the PageRank computation.
Detailed numerical results aregiven to illustrate the behavior of this method, and comparisons with the typical methods are also made.
American Psychological Association (APA)
Pu, Bing-Yuan& Huang, Ting-Zhu& Wen, Chun& Lin, Yi-Qin. 2013. The Extrapolation-Accelerated Multilevel Aggregation Method in PageRank Computation. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-1031954
Modern Language Association (MLA)
Pu, Bing-Yuan…[et al.]. The Extrapolation-Accelerated Multilevel Aggregation Method in PageRank Computation. Mathematical Problems in Engineering No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-1031954
American Medical Association (AMA)
Pu, Bing-Yuan& Huang, Ting-Zhu& Wen, Chun& Lin, Yi-Qin. The Extrapolation-Accelerated Multilevel Aggregation Method in PageRank Computation. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-1031954
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1031954