Portal de Periódicos da CAPES

Estudio y simulación de las deformaciones corticales asociadas a la variación del campo gravitacional, usando redes neuronales artificiales

2003; National University of Colombia; Issue: 7 Linguagem: Inglês

2339-3459

Yaqueline Figueredo Báez, Ramiro Díaz,

Time Series Analysis and Forecasting

This work is development with two strategies of processing: the neural computation and the conventional computation. In the conventional computation the mathematical base for the simulation is the theory mechanic of the continuum medium, by means of which an evolutionary algorithm is obtained in function of the evolutionary time estimated; that allows the simulation of models that showing the deformations of the crust in terms of geometric variations. These deformations can be used for the calculation of the gravity anomaly and magnetic anomaly through the method of Talwani. The neural computation assimilates the biological neurons as process elements that are assumed as the gravity information and the magnetic information in the inverse problem, being processed in a Neural Network Artificial with architecture Hopfield and in a Neural Network Artificial with structure cluster.