Fuzzy Mathematics Methods for Comprehensive Analysis of Geophysical Data

Abstract—Discrete mathematical analysis (DMA) is a method of analyzing discrete data that actively uses fuzzy mathematics (FM) and fuzzy logic (FL), allowing it to take into account the opinion and experience of a researcher in its work to a much greater extent than classical methods. The latest results of DMA on the study of discrete functions using FL, clustering in complex multidimensional arrays, as well as a constructive description of the diversity of solutions of systems of linear algebraic equations (SLAE) allow us to propose a new version of geophysical integration, in which FM and FL, and therefore the researcher, play a major role. The work presents the concept of geophysical integration, which is based on the theoretical apparatus of DMA, FM, and FL and practical, geophysical results of the application of DMA as evidential examples.

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Publication Details

Journal
Izvestiya Physics of the Solid Earth
Published
2025-10-01
DOI
https://doi.org/10.1134/s1069351325700612
Citations
1
Primary Topic
Advanced Computational Techniques in Science and Engineering
Type
article
Field-Weighted Citation Impact
3.25
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article

Fuzzy Mathematics Methods for Comprehensive Analysis of Geophysical Data

S. M. Agayan, Б. В. Дзеранов, Б. А. Дзебоев, Anatoly Soloviev et al.
1 citations
Izvestiya Physics of the Solid Earth
Advanced Computational Techniques in Science and Engineering
3.25
article

Fuzzy Mathematics Methods for Comprehensive Analysis of Geophysical Data

S. M. Agayan, Б. В. Дзеранов, Б. А. Дзебоев, Anatoly Soloviev, M. N. Dobrovolsky, Ш. Р. Богоутдинов
article en
1 citations

Abstract

Abstract—Discrete mathematical analysis (DMA) is a method of analyzing discrete data that actively uses fuzzy mathematics (FM) and fuzzy logic (FL), allowing it to take into account the opinion and experience of a researcher in its work to a much greater extent than classical methods. The latest results of DMA on the study of discrete functions using FL, clustering in complex multidimensional arrays, as well as a constructive description of the diversity of solutions of systems of linear algebraic equations (SLAE) allow us to propose a new version of geophysical integration, in which FM and FL, and therefore the researcher, play a major role. The work presents the concept of geophysical integration, which is based on the theoretical apparatus of DMA, FM, and FL and practical, geophysical results of the application of DMA as evidential examples.

Izvestiya Physics of the Solid EarthVol. 61(5)
Geophysical Center (RU), Schmidt Institute of Physics of the Earth (RU)
Openalex Percentile: Top 6%
Advanced Computational Techniques in Science and Engineering
3.25
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Fuzzy Mathematics Methods for Comprehensive Analysis of Geophysical Data — S. M. Agayan, Б. В. Дзеранов, et al. · Izvestiya Physics of the Solid Earth (2025) | TGRS Research Map | TGRS