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

Chen, Shu-Heng

 
9781138499713: Agent-Based Computational Economics: How the idea originated and where it is going
Brossura
ISBN 10: 1138499714 ISBN 13: 9781138499713
Casa editrice: Routledge, 2018

Sinossi

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.

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Informazioni sull?autore

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

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Routledge
Data di pubblicazione
2018
Lingua
Inglese
ISBN 10 
1138499714
ISBN 13 
9781138499713
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
528
Contatto del produttore
non disponibile
Persona responsabile
Yeepin GmbH
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sunshine12232@outlook.com

Alleestr.11
Kaiserslautern
Rheinland-Pfalz
67655
Germania

Altre edizioni note dello stesso titolo

9780415614887: Agent-Based Computational Economics: How the idea originated and where it is going

Edizione in evidenza

ISBN 10:  0415614880 ISBN 13:  9780415614887
Casa editrice: Routledge, 2015
Rilegato