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Solution of the Optimization Problem of Magnetotelluric Sounding in Quaternions by the Differential Evolution Method

Authors :
Syrym E. Kasenov
Zhanar E. Demeubayeva
Nurlan M. Temirbekov
Laura N. Temirbekova
Source :
Computation, Vol 12, Iss 6, p 127 (2024)
Publication Year :
2024
Publisher :
MDPI AG, 2024.

Abstract

The article discusses the application of quaternion Fourier transforms and quaternion algebra to transform Maxwell’s equations. This makes it possible to present the problem of magnetotelluric sensing (MTS) in a more convenient form for research. Studies of the inverse MTS problem for multi-layer regions are presented using the differential evolution method, which demonstrates high convergence. For single-layer regions, a new method for solving inverse problems based on minimizing the quadratic functional using conjugate optimization methods is considered. Numerical results obtained using special Python libraries are presented, with analysis and conclusions.

Details

Language :
English
ISSN :
12060127 and 20793197
Volume :
12
Issue :
6
Database :
Directory of Open Access Journals
Journal :
Computation
Publication Type :
Academic Journal
Accession number :
edsdoj.b3ddd50d161a43828f5f66a128f69a18
Document Type :
article
Full Text :
https://doi.org/10.3390/computation12060127