Intelligent Methods with Applications in Volcanology and Seismology
Author | : Alireza Hajian |
Publisher | : Springer Nature |
Total Pages | : 216 |
Release | : 2023-03-01 |
ISBN-10 | : 9783031154324 |
ISBN-13 | : 3031154320 |
Rating | : 4/5 (24 Downloads) |
Download or read book Intelligent Methods with Applications in Volcanology and Seismology written by Alireza Hajian and published by Springer Nature. This book was released on 2023-03-01 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents intelligent methods like neural, neuro-fuzzy, machine learning, deep learning and metaheuristic methods and their applications in both volcanology and seismology. The complex system of volcanoes and also earthquakes is a big challenge to identify their behavior using available models, which motivates scientists to apply non-model based methods. As there are lots of seismology and volcanology data sets, i.e., the local and global networks, one solution is using intelligent methods in which data-based algorithms are used.