Natural Sciences - Research article Open Access Logo

Using genetic algorithm to determine 2-D gravity modeling of sedimentary basins with density contrast varying parabolically with depth

Toan Phuoc Luong 1, *
Liet Van Dang 2
  1. Mien Tay Construction University
  2. VNUHCM-University of Science
Correspondence to: Toan Phuoc Luong, Mien Tay Construction University. Email: pvphuc@vnuhcm.edu.vn.
Volume & Issue: Vol. 18 No. 3 (2015) | Page No.: 36-46 | DOI: 10.32508/stdj.v18i3.817
Published: 2015-08-30

Online metrics


Statistics from the website

  • Abstract Views: 3604
  • Galley Views: 1770

Statistics from Dimensions

Copyright The Author(s) 2023. This article is published with open access by Vietnam National University, Ho Chi Minh city, Vietnam. This article is distributed under the terms of the Creative Commons Attribution License (CC-BY 4.0) which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. 

Abstract

A program of genetic algorithm has been developed to estimate the depth of a 2-D sedimentary basin whose density contrast varies with depth according to a parabolic law. The model was built consisting of 2-D vertical juxtaposed prisms. Depths of the prisms, computed by genetic algorithm based on random values and optimal depths were finally found after many generations of evolution. The genetic algorithm using the fitness function was combined by root mean square error of data and "norm" model and the latter was multiplied by a Tikhonov regularization parameter to stabilize the solutions. Firstly, the method was tested on a model and its result were coincident with the model. Secondly, it was applied to interprete a profile of gravity anomaly in Mekong Delta. The results showed that the calculate and observed gravity anomalies were well fitted.

Comments