Abbildung von Campos / Rao | Machine Learning Perspectives of Agent-Based Models | 1. Auflage | 2025 | beck-shop.de

Ankündigung

Campos / Rao / Margarido

Machine Learning Perspectives of Agent-Based Models

With Practical Applications to Economic Crises and Pandemics with Python, R, Netlogo and Julia

Jetzt vorbestellen! Wir liefern bei Erscheinen (Erscheint vsl. September 2025)

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Standardpreis

149,79 €

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Fachbuch

Buch. Hardcover

2025

xxii, 375 S. 31 s/w-Abbildungen, 220 Farbabbildungen.

In englischer Sprache

Springer. ISBN 978-3-031-73353-6

Format (B x L): 15,5 x 23,5 cm

Produktbeschreibung

This book takes the paradigm of Agent-Based Modelling in dealing with economic crisis and pandemics, and machine learning models to help in the description and prediction tasks. We live in a world of frequent crises with direct impact on the real economy. The recent COVID-19 Pandemic is one of the greatest challenges we face. Could we have predicted it? The book is focusing on machine learning algorithms and provides several applications connected to pandemics facilitated by codes written in Python and R. Prerequisites required: knowledge of basic statistics and programming.