Introduction to Agent Based Economics

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

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  • Author : Mauro Gallegati
  • Publisher : Academic Press
  • Pages : 274 pages
  • ISBN : 0128039035
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKIntroduction to Agent Based Economics

Introduction to Agent-Based Economics

Introduction to Agent-Based Economics
  • Author : Mauro Gallegati,Antonio Palestrini,Alberto Russo
  • Publisher : Academic Press
  • Release : 03 August 2017
GET THIS BOOKIntroduction to Agent-Based Economics

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

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 : 28 February 2018
GET THIS BOOKAgent-Based Models in Economics

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

Economics with Heterogeneous Interacting Agents

Economics with Heterogeneous Interacting Agents
  • Author : Alessandro Caiani,Alberto Russo,Antonio Palestrini,Mauro Gallegati
  • Publisher : Springer
  • Release : 21 September 2016
GET THIS BOOKEconomics with Heterogeneous Interacting Agents

This book offers a practical guide to Agent Based economic modeling, adopting a “learning by doing” approach to help the reader master the fundamental tools needed to create and analyze Agent Based models. After providing them with a basic “toolkit” for Agent Based modeling, it present and discusses didactic models of real financial and economic systems in detail. While stressing the main features and advantages of the bottom-up perspective inherent to this approach, the book also highlights the logic and

An Introduction to Agent-Based Modeling

An Introduction to Agent-Based Modeling
  • Author : Uri Wilensky,William Rand
  • Publisher : MIT Press
  • Release : 03 April 2015
GET THIS BOOKAn Introduction to Agent-Based Modeling

A comprehensive and hands-on introduction to the core concepts, methods, and applications of agent-based modeling, including detailed NetLogo examples. The advent of widespread fast computing has enabled us to work on more complex problems and to build and analyze more complex models. This book provides an introduction to one of the primary methodologies for research in this new field of knowledge. Agent-based modeling (ABM) offers a new way of doing science: by conducting computer-based experiments. ABM is applicable to complex

Agent-Based Modelling in Economics

Agent-Based Modelling in Economics
  • Author : Lynne Hamill,Nigel Gilbert
  • Publisher : John Wiley & Sons
  • Release : 07 December 2015
GET THIS BOOKAgent-Based Modelling in Economics

Agent–based modelling in economics Lynne Hamill and Nigel Gilbert, Centre for Research in Social Simulation (CRESS), University of Surrey, UK New methods of economic modelling have been sought as a result of the global economic downturn in 2008.This unique book highlights the benefits of an agent–based modelling (ABM) approach. It demonstrates how ABM can easily handle complexity: heterogeneous people, households and firms interacting dynamically. Unlike traditional methods, ABM does not require people or firms to optimise or economic

Agent-Based Computational Economics

Agent-Based Computational Economics
  • Author : Shu-Heng Chen
  • Publisher : Routledge
  • Release : 12 February 2018
GET THIS BOOKAgent-Based Computational 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

The Microeconomics of Complex Economies

The Microeconomics of Complex Economies
  • Author : Wolfram Elsner,Torsten Heinrich,Henning Schwardt
  • Publisher : Academic Press
  • Release : 15 April 2014
GET THIS BOOKThe Microeconomics of Complex Economies

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 chapter on policy perspectives and decisions confirms the value of the toolset. Written so chapters can be used independently, the book includes an introduction to computer simulation and pedagogical supplements.

Handbook of Computational Economics

Handbook of Computational Economics
  • Author : Leigh Tesfatsion,Kenneth L. Judd
  • Publisher : Elsevier
  • Release : 15 May 2006
GET THIS BOOKHandbook of Computational Economics

The explosive growth in computational power over the past several decades offers new tools and opportunities for economists. This handbook volume surveys recent research on Agent-based Computational Economics (ACE), the computational study of economic processes modeled as dynamic systems of interacting agents. Empirical referents for "agents" in ACE models can range from individuals or social groups with learning capabilities to physical world features with no cognitive function. Topics covered include: learning; empirical validation; network economics; social dynamics; financial markets; innovation

An Introduction to Agent-Based Modeling

An Introduction to Agent-Based Modeling
  • Author : Uri Wilensky,William Rand
  • Publisher : MIT Press
  • Release : 17 April 2015
GET THIS BOOKAn Introduction to Agent-Based Modeling

A comprehensive and hands-on introduction to the core concepts, methods, and applications of agent-based modeling, including detailed NetLogo examples. The advent of widespread fast computing has enabled us to work on more complex problems and to build and analyze more complex models. This book provides an introduction to one of the primary methodologies for research in this new field of knowledge. Agent-based modeling (ABM) offers a new way of doing science: by conducting computer-based experiments. ABM is applicable to complex

Cognitive Economics

Cognitive Economics
  • Author : Paul Bourgine
  • Publisher : Springer Science & Business Media
  • Release : 08 January 2004
GET THIS BOOKCognitive Economics

The social sciences study knowing subjects and their interactions. A "cognitive turn", based on cognitive science, has the potential to enrich these sciences considerably. Cognitive economics belongs within this movement of the social sciences. It aims to take into account the cognitive processes of individuals in economic theory, both on the level of the agent and on the level of their dynamic interactions and the resulting collective phenomena. This book is a result of a three-year experiment in interdisciplinary cooperation

Advances in Social Simulation

Advances in Social Simulation
  • Author : Harko Verhagen,Melania Borit,Giangiacomo Bravo,Nanda Wijermans
  • Publisher : Springer Nature
  • Release : 30 April 2020
GET THIS BOOKAdvances in Social Simulation

​This book presents the state-of-the-art in social simulation as presented at the Social Simulation Conference 2018 in Stockholm, Sweden. It covers the developments in applications and methods of social simulation, addressing societal issues such as socio-ecological systems and policy making. Methodological issues discussed include large-scale empirical calibration, model sharing and interdisciplinary research, as well as decision making models, validation and the use of qualitative data in simulation modeling. Research areas covered include archaeology, cognitive science, economics, organization science, and social simulation

The Oxford Handbook of Computational Economics and Finance

The Oxford Handbook of Computational Economics and Finance
  • Author : Shu-Heng Chen,Mak Kaboudan,Ye-Rong Du
  • Publisher : Oxford University Press
  • Release : 12 January 2018
GET THIS BOOKThe Oxford Handbook of Computational Economics and Finance

The Oxford Handbook of Computational Economics and Finance provides a survey of both the foundations of and recent advances in the frontiers of analysis and action. It is both historically and interdisciplinarily rich and also tightly connected to the rise of digital society. It begins with the conventional view of computational economics, including recent algorithmic development in computing rational expectations, volatility, and general equilibrium. It then moves from traditional computing in economics and finance to recent developments in natural computing,

Artificial Economics

Artificial Economics
  • Author : Ruben Mercado
  • Publisher : Cambridge University Press
  • Release : 31 October 2021
GET THIS BOOKArtificial Economics

An introductory overview of the methods, models and interdisciplinary links of artificial economics. Addresses the differences between the assumptions and methods of artificial economics and those of mainstream economics. This is one of the first books to fully address, in an intuitive and conceptual form, this new way of doing economics.

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 : 06 December 2012
GET THIS BOOKEconomic Simulations in Swarm: Agent-Based Modelling and Object Oriented Programming

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 language of agent-based simulations. Economic Simulations in Swarm collects a series of original articles in such domains as macro and micro economics, industrial organization, monetary theory, and finance, all linked