Coverart for item
The Resource Agent-based computational economics : how the idea originated and where it is going, Shu-Heng Chen

Agent-based computational economics : how the idea originated and where it is going, Shu-Heng Chen

Label
Agent-based computational economics : how the idea originated and where it is going
Title
Agent-based computational economics
Title remainder
how the idea originated and where it is going
Statement of responsibility
Shu-Heng Chen
Creator
Author
Subject
Language
eng
Summary
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.--
Member of
Assigning source
Provided by publisher
Cataloging source
DLC
http://library.link/vocab/creatorDate
1959-
http://library.link/vocab/creatorName
Chen, Shu-Heng
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Routledge advances in experimental and computable economics
http://library.link/vocab/subjectName
  • Economics
  • Economics, Mathematical
  • Multiagent systems
  • Evolutionary computation
Label
Agent-based computational economics : how the idea originated and where it is going, Shu-Heng Chen
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages [451]-499) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
txt
Content type MARC source
rdacontent.
Contents
I. Ideas and Structures of the Book -- II. Origins of ACE -- III. Designing Artificial Economic Agents -- IV. Computational Intelligence -- V. Agent-Based Financial Markets -- VI. Cognitive and Psychological Agent-Based Modeling -- Part VII. Networks
Control code
FIEb17747703
Dimensions
24 cm.
Extent
xx, 507 pages
Isbn
9780415614887
Media category
unmediated
Media MARC source
rdamedia.
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)905970265
Label
Agent-based computational economics : how the idea originated and where it is going, Shu-Heng Chen
Publication
Bibliography note
Includes bibliographical references (pages [451]-499) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
txt
Content type MARC source
rdacontent.
Contents
I. Ideas and Structures of the Book -- II. Origins of ACE -- III. Designing Artificial Economic Agents -- IV. Computational Intelligence -- V. Agent-Based Financial Markets -- VI. Cognitive and Psychological Agent-Based Modeling -- Part VII. Networks
Control code
FIEb17747703
Dimensions
24 cm.
Extent
xx, 507 pages
Isbn
9780415614887
Media category
unmediated
Media MARC source
rdamedia.
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)905970265

Library Locations

    • Badia FiesolanaBorrow it
      Via dei Roccettini 9, San Domenico di Fiesole, 50014, IT
      43.803074 11.283055
Processing Feedback ...