Complex Agent-Based Models

Author:   Mauro Gallegati
Publisher:   Springer Nature Switzerland AG
Edition:   Softcover reprint of the original 1st ed. 2018
ISBN:  

9783030067311


Pages:   80
Publication Date:   03 January 2019
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Complex Agent-Based Models


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Overview

This book offers a thorough introduction to the highly promising complex agent-based approach to economics, in which agent-based models (ABMs) are used to represent economic systems as complex and evolving systems composed of heterogeneous agents of limited rationality who interact with each other, generating the system’s emergent properties in the process.  This approach represents a response to the limitations of the dominant theory in economics, which does not consider the possibility of a major crisis, and to the inability of dynamic stochastic general equilibrium theory to generate empirically falsifiable propositions. In the new perspective, the focus is on identifying the elements of instability rather than the triggering event. As the theory of complexity demonstrates, the interactions of heterogeneous agents produce non-linearity: this puts an end to the age of certainties.  With ABMs, the methodology is “from the bottom up”. The individualparameters and their distribution are estimated, and then evaluated to verify whether aggregate regularities emerge on the whole. In short, not only micro, but also meso and macro empirical validation are employed. Moreover, it shows that the mantra of growth should be supplanted by the concept of a growth​. Given its depth of coverage, the book will enable students at the undergraduate and Master’s level to gain a firm grasp of this important emerging approach.   “This book is flower blossomed by one of the two greatest Italian economists.” Bruce Greenwald, Columbia University   “The author’s - the ABM prophet’s - thoughts on economics have been at the forefront of the world. Without a firm belief in and dedication to human society, it is impossible to write such a book. This is a work of high academic value, which can help readers quickly understand the history and current situation of complex economic theory. In particular,we can understand the basic viewpoints, academic status, advantages and shortcomings of various schools of economic theory.” Jie Wu, Guangzhou Milestone Software Co., China

Full Product Details

Author:   Mauro Gallegati
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   Softcover reprint of the original 1st ed. 2018
Dimensions:   Width: 15.50cm , Height: 0.50cm , Length: 23.50cm
Weight:   0.454kg
ISBN:  

9783030067311


ISBN 10:   3030067319
Pages:   80
Publication Date:   03 January 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Foreword.- I Axiomatic economics: the biggest dying paradigm.- II The crisis of economics.- III Economics como tiene que ser.-  IV Where do we go, to go where we have to go?.- References.

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Author Information

Mauro Gallegati is Professor of Economics at the Polytechnic University of Marche, Ancona, Italy. His research areas include business fluctuations, nonlinear dynamics, models of financial fragility, and heterogeneous interacting agents. He has published books and many papers in leading journals in the fields of economics, economic history and history of economic analysis, nonlinear mathematics, applied economics, complexity, and econophysics. He has been involved in a number of international research projects. 

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