{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/practical-shift-choice-in-the-shift-and","title":"Practical shift choice in the shift-and-invert Krylov subspace evaluations of the matrix exponential","arxiv_id":"1909.13059","date":"2019-09-28","proceeding":null,"authors":["Alexandr Katrutsa","Mike Botchev","Ivan Oseledets"],"abstract":"We propose two methods to find a proper shift parameter in the shift-and-invert method for computing matrix exponential matrix-vector products. These methods are useful in the case of matrix exponential action has to be computed for a number of vectors. The first method is based on the zero-order optimization of the mean residual norm for a given number of initial vectors. The second method processes the vectors one-by-one and estimates, for each vector, the derivative of the residual norm as a function of the shift parameter. The estimated derivative value is then used to update the shift value for the next vector. To demonstrate the performance of the proposed methods we perform numerical experiments for two-dimensional non-stationary convection-diffusion equation with discontinuous coefficients and two-dimensional anisotropic diffusion equation.","url_abs":"http://arxiv.org/abs/1909.13059v1","url_pdf":"http://arxiv.org/pdf/1909.13059v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"links_only","authors_date_abstract":"arXiv metadata, CC0 1.0 (https://info.arxiv.org/help/license), from the Kaggle arXiv metadata snapshot of 2026-09-12"},"code_links":[{"paper_slug":"practical-shift-choice-in-the-shift-and","repo_url":"https://github.com/amkatrutsa/shift4sai_krylov","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}