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. ...
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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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Add this copy of Agent-Based Computational Economics: How the Idea to cart. $197.27, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2015 by Routledge.
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New. Sewn binding. Cloth over boards. 528 p. Contains: Unspecified, Illustrations, black & white, Line drawings, black & white, Tables, black & white. Routledge Advances in Experimental and Computable Economics.
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New. Sewn binding. Cloth over boards. 528 p. Contains: Unspecified, Illustrations, black & white, Line drawings, black & white, Tables, black & white. Routledge Advances in Experimental and Computable Economics.
Add this copy of Agent-Based Computational Economics: How the Idea to cart. $228.37, new condition, Sold by Ria Christie Books rated 5.0 out of 5 stars, ships from Uxbridge, MIDDLESEX, UNITED KINGDOM, published 2015 by Routledge.
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New. Sewn binding. Cloth over boards. 508 p. Contains: Unspecified, Illustrations, black & white, Line drawings, black & white, Tables, black & white. Routledge Advances in Experimental and Computable Economics.
Add this copy of Agent-Based Computational Economics: How the Idea to cart. $254.39, new condition, Sold by Revaluation Books rated 4.0 out of 5 stars, ships from Exeter, DEVON, UNITED KINGDOM, published 2012 by Routledge.