Intelligent Methods with Applications in Volcanology and Seismology

Alireza Hajian

ISBN 10: 3031154312 / ISBN 13: 9783031154317

Verlag: Springer International Publishing, Springer International Publishing Mär 2023, 2023

Beschreibung

Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 224 pp. Englisch.

Bestandsnummer des Verkäufers 9783031154317

Bibliografische Details

• Titel: Intelligent Methods with Applications in Volcanology and Seismology
• Verlag: Springer International Publishing, Springer International Publishing Mär 2023
• Erscheinungsjahr: 2023
• Sprache: Englisch
• ISBN-10: 3031154312
• ISBN-13: 9783031154317
• Einband: Buch
• Zustand: Neu
• Abmessungen: 260B x 183 H x 17 T Millimeter Breite: 260 mm, Höhe: 183 mm, Tiefe: 17 mm
• Gewicht: 678 Gramm

Über diesen Titel

Inhaltsangabe

This book presents intelligent methods like neural, neuro-fuzzy, machine learning, deep learning and metaheuristic methods and their applications in both volcanology and seismology.

Von der hinteren Coverseite

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.