Agent-Based Computational Economics: How the idea originated and where it is going - Brossura

Chen, Shu-Heng

Brossura

ISBN 10: 1138499714 ISBN 13: 9781138499713

Casa editrice: Routledge, 2018

Riassunto

This book aims to answer two questions that are fundamental to the study of agent-based economic models: what is agent-based computational economics and why do we need agent-based economic modelling of economy? This book provides a review of the development of agent-based computational economics (ACE) from a perspective on how artificial economic agents are designed under the influences of complex sciences, experimental economics, artificial intelligence, evolutionary biology, psychology, anthropology and neuroscience.

This book begins with a historical review of ACE by tracing its origins. From a modelling viewpoint, ACE brings truly decentralized procedures into market analysis, from a single market to the whole economy. This book also reviews how experimental economics and artificial intelligence have shaped the development of ACE. For the former, the book discusses how ACE models can be used to analyse the economic consequences of cognitive capacity, personality and cultural inheritance. For the latter, the book covers the various tools used to construct artificial adaptive agents, including reinforcement learning, fuzzy decision rules, neural networks, and evolutionary computation.

This book will be of interest to graduate students researching computational economics, experimental economics, behavioural economics, and research methodology.

Su questo libro

Recensione:

"Chen’s book is a meticulous scholarly study that should be of particular interest to economists with a good analytical background, a broad acquaintance with economic research, a strong interest in empirically grounded economic modeling, and a willingness to consider alternative viewpoints with an open mind."

Leigh Tesfatsion, Iowa State University, Journal of Economic Literature

L'autore:

Shu-Heng Chen is Distinguished Professor at the Department of Economics at National Chengchi University, Taiwan.

Su questa edizione

• Editore: Routledge
• Data di pubblicazione: 2018
• ISBN 10: 1138499714
• ISBN 13: 9781138499713
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 528