Agent-Based Computational Economics: How the idea originated and where it is going (Routledge Advances in Experimental and Computable Economics)

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9780415614887: Agent-Based Computational Economics: How the idea originated and where it is going (Routledge Advances in Experimental and Computable Economics)

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

About the Author:

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

Review:

"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

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Shu-Heng Chen
Editorial: Taylor and Francis 2015-08-24, London (2015)
ISBN 10: 0415614880 ISBN 13: 9780415614887
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Descripción Taylor and Francis 2015-08-24, London, 2015. hardback. Estado de conservación: New. Nº de ref. de la librería 9780415614887

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Shu-Heng Chen
Editorial: Taylor Francis Ltd, United Kingdom (2015)
ISBN 10: 0415614880 ISBN 13: 9780415614887
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Descripción Taylor Francis Ltd, United Kingdom, 2015. Hardback. Estado de conservación: New. Language: English . Brand New Book. 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. Nº de ref. de la librería AA69780415614887

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Shu-Heng Chen
Editorial: Taylor Francis Ltd, United Kingdom (2015)
ISBN 10: 0415614880 ISBN 13: 9780415614887
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The Book Depository US
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Descripción Taylor Francis Ltd, United Kingdom, 2015. Hardback. Estado de conservación: New. Language: English . Brand New Book. 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. Nº de ref. de la librería AA69780415614887

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Chen, Shu-Heng
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Descripción 2015. HRD. Estado de conservación: New. New Book. Shipped from US within 10 to 14 business days. Established seller since 2000. Nº de ref. de la librería VT-9780415614887

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Shu-Heng Chen
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Descripción Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97804156148870000000

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Chen Shu-Heng,
Editorial: Routledge
ISBN 10: 0415614880 ISBN 13: 9780415614887
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Descripción Routledge. Estado de conservación: BRAND NEW. BRAND NEW Hardcover A Brand New Quality Book from a Full-Time Bookshop in business since 1992!. Nº de ref. de la librería 2027593

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Chen, Shu-Heng
Editorial: Routledge (2016)
ISBN 10: 0415614880 ISBN 13: 9780415614887
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Descripción Routledge, 2016. Paperback. Estado de conservación: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Nº de ref. de la librería ria9780415614887_lsuk

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Shu-Heng Chen
Editorial: Taylor Francis Ltd, United Kingdom (2015)
ISBN 10: 0415614880 ISBN 13: 9780415614887
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Book Depository hard to find
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Descripción Taylor Francis Ltd, United Kingdom, 2015. Hardback. Estado de conservación: New. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. 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. Nº de ref. de la librería BTE9780415614887

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Chen, Shu-Heng
Editorial: Routledge (2013)
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Descripción Routledge, 2013. Hardcover. Estado de conservación: New. Nº de ref. de la librería INGM9780415614887

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CHEN, SHU-HENG
Editorial: Routledge (2015)
ISBN 10: 0415614880 ISBN 13: 9780415614887
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Herb Tandree Philosophy Books
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Descripción Routledge, 2015. Hardback. Estado de conservación: NEW. 9780415614887 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Nº de ref. de la librería HTANDREE0946862

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