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<p>In this work, we describe how to construct matrices and block right-hand sides that exhibit a specified restarted block <span>Gmres</span>&#xa0;convergence pattern, such that the eigenvalues and Ritz values at each iteration can be chosen independent of the specified convergence behavior. This work is a generalization of the work in (Meurant and Tebbens, Num.&#xa0;Alg. <b>84</b>(4), 1329–1352 <CitationRef CitationID="CR6">2019</CitationRef>) in which the authors do the same for restarted non-block <span>Gmres</span>&#xa0;. We use the same tools as were used in (Kubínová and Soodhalter, SIAM J. Matrix Anal. Appl. <b>41</b>(2)464–486 <CitationRef CitationID="CR11">2020</CitationRef>), namely to analyze block <span>Gmres</span>&#xa0;as an iteration over a right vector space with scalars from the <InlineEquation ID="IEq1"> <EquationSource Format="TEX">\(^*\)</EquationSource> </InlineEquation>-algebra of matrices. To facilitate our work, we also extend the work of Meurant and Tebbens and offer alternative proofs of some of their results, that can be more easily generalized to the block setting.</p>

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Admissible and attainable convergence behavior with stagnation mirroring in restarted (block) GMRES

  • 期刊论文

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  • 发表日期：

    2026年4月27日

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  • Kirk M Soodhalter

摘要

In this work, we describe how to construct matrices and block right-hand sides that exhibit a specified restarted block Gmres convergence pattern, such that the eigenvalues and Ritz values at each iteration can be chosen independent of the specified convergence behavior. This work is a generalization of the work in (Meurant and Tebbens, Num. Alg. 84(4), 1329–1352 2019) in which the authors do the same for restarted non-block Gmres . We use the same tools as were used in (Kubínová and Soodhalter, SIAM J. Matrix Anal. Appl. 41(2)464–486 2020), namely to analyze block Gmres as an iteration over a right vector space with scalars from the \(^*\) -algebra of matrices. To facilitate our work, we also extend the work of Meurant and Tebbens and offer alternative proofs of some of their results, that can be more easily generalized to the block setting.