Introduction to Agent Based Economics

Written By Mauro Gallegati
Introduction to Agent Based Economics
  • Publsiher : Academic Press
  • Release : 03 August 2017
  • ISBN : 0128039035
  • Pages : 274 pages
  • Rating : 4/5 from 21 reviews
GET THIS BOOKIntroduction to Agent Based Economics


Read or download book entitled Introduction to Agent Based Economics written by Mauro Gallegati which was release on 03 August 2017, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Introduction to Agent-Based Economics describes the principal elements of agent-based computational economics (ACE). It illustrates ACE’s theoretical foundations, which are rooted in the application of the concept of complexity to the social sciences, and it depicts its growth and development from a non-linear out-of-equilibrium approach to a state-of-the-art agent-based macroeconomics. The book helps readers gain a better understanding of the limits and perspectives of the ACE models and their capacity to reproduce economic phenomena and empirical patterns. Reviews the literature of agent-based computational economics Analyzes approaches to agents’ expectations Covers one of the few large macroeconomic agent-based models, the Modellaccio Illustrates both analytical and computational methodologies for producing tractable solutions of macro ACE models Describes diffusion and amplification mechanisms Depicts macroeconomic experiments related to ACE implementations

Introduction to Agent Based Economics

Introduction to Agent Based Economics
  • Author : Mauro Gallegati,Antonio Palestrini,Alberto Russo
  • Publisher : Academic Press
  • Release Date : 2017-08-03
  • Total pages : 274
  • ISBN : 0128039035
GET BOOK

Summary : Introduction to Agent-Based Economics describes the principal elements of agent-based computational economics (ACE). It illustrates ACE’s theoretical foundations, which are rooted in the application of the concept of complexity to the social sciences, and it depicts its growth and development from a non-linear out-of-equilibrium approach to a state-of-the-art agent-based ...

Economic Simulations in Swarm Agent Based Modelling and Object Oriented Programming

Economic Simulations in Swarm  Agent Based Modelling and Object Oriented Programming
  • Author : Francesco Luna,Benedikt Stefansson
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 291
  • ISBN : 0128039035
GET BOOK

Summary : Computer simulations of economic systems are slowly gaining ground within the economic profession. However, such a process is hindered by a lack of communication among researchers who do not share a common language. For its object-oriented structure and its versatility, Swarm has the necessary characteristics to become a credible universal ...

Agent Based Models in Economics

Agent Based Models in Economics
  • Author : Domenico Delli Gatti,Giorgio Fagiolo,Mauro Gallegati,Matteo Richiardi,Alberto Russo
  • Publisher : Cambridge University Press
  • Release Date : 2018-02-28
  • Total pages : 212
  • ISBN : 0128039035
GET BOOK

Summary : The first step-by-step introduction to the methodology of agent-based models in economics, their mathematical and statistical analysis, and real-world applications....

Multi Agent Systems and Agent Based Simulation

Multi Agent Systems and Agent Based Simulation
  • Author : Jaime S. Sichman,Rosaria Conte,Nigel Gilbert
  • Publisher : Springer
  • Release Date : 2005-07-12
  • Total pages : 236
  • ISBN : 0128039035
GET BOOK

Summary : Fifteen papers were presented at the first workshop on Multi-Agent Systems and Agent-Based Simulation held as part of the Agents World conference in Paris, July 4-- 6, 1998. The workshop was designed to bring together two developing communities: the multi-agent systems researchers who were the core participants at Agents World, and social ...

Agent Based Models for Economic Policy Advice

Agent Based Models for Economic Policy Advice
  • Author : Blake LeBaron,Peter Winker
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2016-11-21
  • Total pages : 109
  • ISBN : 0128039035
GET BOOK

Summary : This special issue of the Journal of Economics and Statistics is devoted to the use of agent-based models for economic policy advice. It presents a collection of research papers in different fields of applications. Special emphasis is laid on discussing the potential and possible limitations of agent-based models for economic ...

Agent Based Computational Economics Using NetLogo

Agent Based Computational Economics Using NetLogo
  • Author : Romulus-Catalin Damaceanu
  • Publisher : Bentham Science Publishers
  • Release Date : 2013-02-01
  • Total pages : 157
  • ISBN : 0128039035
GET BOOK

Summary : Agent-based Computational Economics using NetLogo explores how researchers can create, use and implement multi-agent computational models in Economics by using NetLogo software platform. Problems of economic science can be solved using multi-agent modelling (MAM). This technique uses a computer model to simulate the actions and interactions of autonomous entities in ...

New Trends in Intelligent Information and Database Systems

New Trends in Intelligent Information and Database Systems
  • Author : Dariusz Barbucha,Ngoc Thanh Nguyen,John Batubara
  • Publisher : Springer
  • Release Date : 2015-03-22
  • Total pages : 382
  • ISBN : 0128039035
GET BOOK

Summary : Intelligent information and database systems are two closely related subfields of modern computer science which have been known for over thirty years. They focus on the integration of artificial intelligence and classic database technologies to create the class of next generation information systems. The book focuses on new trends in ...

Network Theory and Agent Based Modeling in Economics and Finance

Network Theory and Agent Based Modeling in Economics and Finance
  • Author : Anindya S. Chakrabarti,Lukáš Pichl,Taisei Kaizoji
  • Publisher : Springer Nature
  • Release Date : 2019-10-23
  • Total pages : 458
  • ISBN : 0128039035
GET BOOK

Summary : This book presents the latest findings on network theory and agent-based modeling of economic and financial phenomena. In this context, the economy is depicted as a complex system consisting of heterogeneous agents that interact through evolving networks; the aggregate behavior of the economy arises out of billions of small-scale interactions ...

Agent Based Computational Demography

Agent Based Computational Demography
  • Author : Francesco C. Billari,Alexia Prskawetz
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 210
  • ISBN : 0128039035
GET BOOK

Summary : Agent-Based Computational Demography (ABCD) aims at starting a new stream of research among social scientists whose interests lie in understanding demographic behaviour. The book takes a micro-demographic (agent-based) perspective and illustrates the potentialities of computer simulation as an aid in theory building. The chapters of the book, written by leading ...

Agent Based Methods in Economics and Finance

Agent Based Methods in Economics and Finance
  • Author : Francesco Luna,Alessandro Perrone
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 306
  • ISBN : 0128039035
GET BOOK

Summary : This second book on financial and economic simulations in Swarm marks the continued progress by a group of researchers to incorporate agent-based computer models as an important tool within their disci pline. It is encouraging to see such a clear example of Swarm helping to foster a community of users ...

Economics as an Agent Based Complex System

Economics as an Agent Based Complex System
  • Author : H. Deguchi
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-06-28
  • Total pages : 261
  • ISBN : 0128039035
GET BOOK

Summary : In agent-based modeling the focus is very much on agent-based simulation, as simulation is a very important tool for agent-based modeling. We also use agent-based simulation in this book with a stress on the mathematical foundation of agent-based modeling. We introduce two original mathematical frameworks, a theory of SLD (Social ...

The Microeconomics of Complex Economies

The Microeconomics of Complex Economies
  • Author : Wolfram Elsner,Torsten Heinrich,Henning Schwardt
  • Publisher : Academic Press
  • Release Date : 2014-04-15
  • Total pages : 600
  • ISBN : 0128039035
GET BOOK

Summary : The Microeconomics of Complex Economies uses game theory, modeling approaches, formal techniques, and computer simulations to teach useful, accessible approaches to real modern economies. It covers topics of information and innovation, including national and regional systems of innovation; clustered and networked firms; and open-source/open-innovation production and use. Its final ...

Agent Based and Individual Based Modeling

Agent Based and Individual Based Modeling
  • Author : Steven F. Railsback,Volker Grimm
  • Publisher : Princeton University Press
  • Release Date : 2011-11-06
  • Total pages : 329
  • ISBN : 0128039035
GET BOOK

Summary : Agent-based modeling is a new technique for understanding how the dynamics of biological, social, and other complex systems arise from the characteristics and behaviors of the agents making up these systems. This innovative textbook gives students and scientists the skills to design, implement, and analyze agent-based models. It starts with ...

Computational Intelligence A Compendium

Computational Intelligence  A Compendium
  • Author : John Fulcher
  • Publisher : Springer Science & Business Media
  • Release Date : 2008-06-16
  • Total pages : 1179
  • ISBN : 0128039035
GET BOOK

Summary : Computational Intelligence: A Compendium presents a well structured overview about this rapidly growing field with contributions of leading experts in Computational Intelligence. The main focus of the compendium is on applied methods tired-and-proven effective to realworld problems, which is especially useful for practitioners, researchers, students and also newcomers to the ...

Agent Based Computational Economics

Agent Based Computational Economics
  • Author : Shu-Heng Chen
  • Publisher : Routledge
  • Release Date : 2018-02-12
  • Total pages : 508
  • ISBN : 0128039035
GET BOOK

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 ...