1. Estimación de Parámetros del Suelo de dos Capas usando el Algoritmo de Optimización de Mapeo Media-Varianza.
- Author
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Villa-Acevedo, Walter M., Rodríguez-Serna, Johnatan M., and Saldarriaga-Loaiza, Juan D.
- Subjects
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SOIL classification , *MATHEMATICAL optimization , *TECHNICAL literature , *SOILS , *MEASUREMENT errors , *ESTIMATION theory - Abstract
This paper presents an analysis of applying the optimization of mean-variance mapping technique in the problem of estimating the parameters of the soil model of two horizontal layers. This problem consists of determining the parameters of the soil model from experimental measurements of apparent resistivity obtained with Wenner method, minimizing the mean square error between values of the experimental and theoretical resistivity curves, which are calculated with mathematical expressions and soil parameters acquired through the optimization of mean-variance mapping technique. Several tests were carried out with resistivity measurements that correspond to different soil types, the results were contrasted with those reported in the technical literature and metaheuristics implemented. In conclusion, according to the results, the performance of the optimization of mean-variance mapping technique was found to be superior than other analyzed optimization techniques. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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