earthquake location problem – Earth Inversion

Data Science, Geophysics

Solving a Toy Earthquake Location Problem Using a Genetic Algorithm

Discover how Genetic Algorithms can be applied to solve the earthquake location problem in seismology. This post walks through generating synthetic seismic data, implementing a GA to estimate earthquake locations, and visualizing results. While effective, the approach has limitations, including simplified assumptions and constraints.

Utpal Kumar
September 7, 2024

Data Science, Geophysics

Genetic Algorithm: a highly robust inversion scheme for geophysical applications

An introduction to the basics of genetic algorithm along with a simple numerical example and solution of an earthquake location problem

Utpal Kumar
March 6, 2021