Agent-Based Computational Economics - How the idea originated and where it is going (Paperback)

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.

General

Imprint:	Routledge
Country of origin:	United Kingdom
Series:	Routledge Advances in Experimental and Computable Economics
Release date:	February 2018
First published:	2016
Authors:	Shu-Heng Chen
Dimensions:	234 x 156 x 34mm (L x W x T)
Format:	Paperback
Pages:	528
ISBN-13:	978-1-138-49971-3
Categories:	Books > Business & Economics > Economics > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	1-138-49971-4
Barcode:	9781138499713

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