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Machine-Learning Perspectives of Agent-Based Models

Name: Machine-Learning Perspectives of Agent-Based Models
Brand: Springer, Berlin
SKU: 46582688
Price: 143.62 EUR
Availability: InStock
Author: Pedro Campos
ISBN: 9783031733536

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

Pedro Campos

Anand Rao

Margarido Joaquim

Jezik

Engleski

Knjiga Tvrdi uvez

Libristo kod: 46582688

Nakladnici Springer, Berlin, studeni 2024

This book provides an overview of agent-based modeling (ABM) and multi-agent systems (MAS), emphasiz... Cijeli opis

Libristo kod: 46582688

349 b

143.62 €

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This book provides an overview of agent-based modeling (ABM) and multi-agent systems (MAS), emphasizing their significance in understanding complex economic systems, with a special focus on machine learning algorithms that allow agents to learn. ABM is highlighted as a powerful tool for studying economics, especially in the context of financial crises and pandemics, where traditional models, such as dynamic stochastic general equilibrium (DSGE) models, have proven inadequate.