Книга Machine-Learning Perspectives of Agent-Based Models Pedro Campos

Machine-Learning Perspectives of Agent-Based Models

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

Език: Английски език
Корици: С твърди корици
Издател: Springer, Berlin
Наличност: Външен склад
Изпращаме след 10-13 дни
147.37 288.24 лв
This book provides an overview of agent-based modeling (ABM) and multi-agent systems (MAS), emphasiz...

Информация за книгата

Език
Английски език
Корици
Книга - С твърди корици
Издадена
2025
страници
400
EAN
9783031733536
Enbook ID
46582688
Издател
Теглоt
734
Размери
155 x 235

Пълно описание

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. 

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