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In this paper we make a theoretical analysis of the convergence rates of Kaczmarz and Extended Kaczmarz projection algorithms for some of the most practically used control sequences.
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1937
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Censor, Y., Zenios, S., Parallel Optimization: Theory, Algorithms and Applications
1997
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Combettes P., Hilbertian convex feasibility problem: Convergence of projection methods
1997
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Popa C., Extensions of block-projections methods with relaxation parameters to inconsistent and rank-defficient least-squares problems
1998
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Censor Y., Herman G. T., Jiang M., A note on the behavior of the randomized Kaczmarz algorithm of Strohmer and Vershynin
2009
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Strohmer, T., Vershynin, R., A randomized Kaczmarz algorithm with exponential convergence
2009
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Strohmer, T., Vershynin, R., Comments on the randomized Kaczmarz method
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2012
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Popa C. - Projection algorithms - classical results and developments. Applications to image reconstruction
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Zouzias, A., Freris, N., Randomized Extended Kaczmarz for Solving Least Squares
2013
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Cegielski A., Censor Y., Projection methods: An annotated bibliography of books and reviews
2015
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Petra S., Popa C., Single projection Kaczmarz extended algorithms
2016
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Pomparau I., Popa C., A note on remotest set control selection procedure in Kaczmarz iteration
2016
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2009
Cited alongside, same era.
Censor, Y. Chen, W., Pajoohesh, H., Finite convergence of a subgradient projections method with expanding controls
2011
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Sznader R., Kaczmarz algorithm revisited
Cited in the paper.