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Kaczmarz methods for regularizing nonlinear ill-posed equations I: convergence analysis

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  • In this article we develop and analyze novel iterative regularization techniques for the solution of systems of nonlinear ill-posed operator equations. The basic idea consists in considering separately each equation of this system and incorporating a loping strategy. The first technique is a Kaczmarz-type method, equipped with a novel stopping criteria. The second method is obtained using an embedding strategy, and again a Kaczmarz-type approach. We prove well-posedness, stability and convergence of both methods.
    Mathematics Subject Classification: Primary: 65J20, 65J15; Secondary: 47J06.


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