Description: Agent-Based Computational Economics : How the Idea Originated and Where It Is Going, Hardcover by Chen, Shu-Heng, ISBN 0415614880, ISBN-13 9780415614887, Like New Used, Free shipping in the US 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, th discusses how ACE models can be used to analyse the economic consequences of cognitive capacity, personality and cultural inheritance. For the latter, th 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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Book Title: Agent-Based Computational Economics : How the Idea Originated and
Number of Pages: 508 Pages
Language: English
Publication Name: Agent-Based Computational Economics : How the Idea Originated and Where It Is Going
Publisher: Routledge
Publication Year: 2015
Item Height: 1.4 in
Subject: Economics / Microeconomics, General, Economics / General, Interactive & Multimedia
Item Weight: 30.5 Oz
Type: Textbook
Item Length: 9.4 in
Subject Area: Computers, Business & Economics
Author: Shu-Heng Chen
Item Width: 6.5 in
Series: Routledge Advances in Experimental and Computable Economics Ser.
Format: Hardcover
