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Randomized Iterative Methods with Alternating Projections by Xiang, Hua; Zhang, Lin is a scholarly article available to read on EtoBox.

What is Randomized Iterative Methods with Alternating Projections about?

We use a unified framework to summarize sixteen randomized iterative methods including Kaczmarz method, coordinate descent method, etc. Some new iterative schemes are given as well. Some relationships with \textsc{mg} and \textsc{ddm} are also discussed. We analyze the convergence properties of the iterative schemes by using the matrix integrals associated with alternating projectors, and demonstrate the convergence behaviors of the randomized iterative methods by numerical examples.

Author

Xiang, Hua; Zhang, Lin

Published

2017

Language

EN