Ill-Posed Problems of Linear Algebra

A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Algebra, Geometry and Topology".

Deadline for manuscript submissions: closed (28 February 2022) | Viewed by 444

Special Issue Editors


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Guest Editor
Laboratory of Inverse Problems of Natural Science, The institute of Computational Mathematics and Mathematical Geophysics SB RAS; Mechanics and Mathematics Department, Novosibirsk State University, 630090 Novosibirsk, Russia
Interests: Mathematics; Computational Mathematics; Inverse Problems of Mathematical Physics

E-Mail Website
Guest Editor
Group of Algebraic and Logical Methods for Cryptography Problems, Universal Algebraic Geometry and Machine Learning, Sobolev Institute of Mathematics, Novosibirsk State University, Novosibirsk 630090, Russia
Interests: inverse and ill-posed problems; numerical methods; ill-posed problems of linear algebra

Special Issue Information

Dear Colleagues,

Ill-posed problems of linear algebra arise in different branches of Mathematics, such as inverse problems for partial differential equations, functional analysis, optimization, discrete mathematics, stochastics, nature-inspired algorithms, deep-learning, big data mining, etc.

This Special Issue invites papers that focus on recent and novel developments in the theory and numerics of ill-posed problems of linear algebra and their applications, including tomography, geophysics, bioinformatics, artificial intelligence, economics, and social sciences.

This Special Issue will accept high-quality papers containing original research results and survey articles of exceptional merit in the following fields:
• Ill-posed problems;
• Linear algebra;
• Regularization;
• Numerics;
• Application.

Prof. Dr. Sergey I. Kabanikhin
Prof. Dr. Max Shishlenin
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Mathematics is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • Ill-posed problems
  • linear algebra
  • discrete mathematics
  • regularization
  • big data
  • geophysics
  • medicine
  • bioinformatics
  • social sciences

Published Papers

There is no accepted submissions to this special issue at this moment.
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