The Eruptive Activity Of Vesuvius And Its Neural Architecture

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Journal Article: The Eruptive Activity Of Vesuvius And Its Neural Architecture

Abstract
The Vesuvius volcano is a complex system that shows fractal and turbulent behaviours on short time-scales. To capture the intrinsic non-linear dynamic processes of the volcano on longer time-scales, a hybrid system consisting of an Artificial Neural Network and an Evolutionary Algorithm was applied to the well-documented eruptive activity occurring from 1631 onward. An important result of such an investigation is that the next volcanic activity is very unlikely to occur before 2020.

Authors 
I. De Falco, A. Giordano, G. Luongo, A. Mazzarella and E. Tarantino






Published Journal 
Journal of Volcanology and Geothermal Research, 2002



DOI 
Not Provided
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Citation

I. De Falco,A. Giordano,G. Luongo,A. Mazzarella,E. Tarantino. 2002. The Eruptive Activity Of Vesuvius And Its Neural Architecture. Journal of Volcanology and Geothermal Research. (!) .