D-iteration: evaluation of the update algorithm

Details D-iteration: evaluation of the update algorithm D-iteration: evaluation of the update algorithm

2012-02-28

arxiv.org/abs/1202.6136v1

Computer Science

Discrete Mathematics

5 pages

Scientific paper

The aim of this paper is to analyse the gain of the update algorithm associated to the recently proposed D-iteration: the D-iteration is a fluid diffusion based new iterative method. It exploits a simple intuitive decomposition of the product matrix-vector as elementary operations of fluid diffusion (forward scheme) associated to a new algebraic representation. We show through experimentations on real datasets how much this approach can improve the computation efficiency in presence of the graph evolution.

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