Download or read book Bounded rationality and heterogeneity in economic dynamic models written by Pietro Dino Enrico Dindo and published by Rozenberg Publishers. This book was released on 2007 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Behavioral Rationality and Heterogeneous Expectations in Complex Economic Systems written by Cars Hommes and published by Cambridge University Press. This book was released on 2013-01-24 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recognising that the economy is a complex system with boundedly rational interacting agents, applies complexity modelling to economics and finance.

Download or read book Nonlinearity Bounded Rationality and Heterogeneity written by Tamotsu Onozaki and published by Springer. This book was released on 2018-01-28 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book pursues a nonlinear approach in considering both chaotic dynamical models and agent-based simulation models of economics, as well as their dynamical behaviors. Three key concepts arising in this context are “nonlinearity,” “bounded rationality” and “heterogeneity,” which also make up the title of the book. Nonlinearity is the warp that runs throughout all models because systems that exhibit chaotic or other complex behavior in the absence of any exogenous disturbances are absolutely nonlinear. Bounded rationality constitutes the woof, because economic systems do not exhibit complex behavior if all agents are perfectly rational, as is usually assumed in neoclassical economics. Agents who are boundedly rational have to struggle to do their best with limited information and tend to adapt to their economic environment without knowing what is the best. Furthermore, the heterogeneity of firms or consumers dyes the fabric of complex dynamics woven from the warp and woof.

Download or read book Modeling Bounded Rationality written by Ariel Rubinstein and published by MIT Press. This book was released on 1998 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: The notion of bounded rationality was initiated in the 1950s by Herbert Simon; only recently has it influenced mainstream economics. In this book, Ariel Rubinstein defines models of bounded rationality as those in which elements of the process of choice are explicitly embedded. The book focuses on the challenges of modeling bounded rationality, rather than on substantial economic implications. In the first part of the book, the author considers the modeling of choice. After discussing some psychological findings, he proceeds to the modeling of procedural rationality, knowledge, memory, the choice of what to know, and group decisions.In the second part, he discusses the fundamental difficulties of modeling bounded rationality in games. He begins with the modeling of a game with procedural rational players and then surveys repeated games with complexity considerations. He ends with a discussion of computability constraints in games. The final chapter includes a critique by Herbert Simon of the author's methodology and the author's response. The Zeuthen Lecture Book series is sponsored by the Institute of Economics at the University of Copenhagen.

Download or read book Routledge Handbook of Bounded Rationality written by Riccardo Viale and published by Routledge. This book was released on 2020-12-02 with total page 681 pages. Available in PDF, EPUB and Kindle. Book excerpt: Herbert Simon’s renowned theory of bounded rationality is principally interested in cognitive constraints and environmental factors and influences which prevent people from thinking or behaving according to formal rationality. Simon’s theory has been expanded in numerous directions and taken up by various disciplines with an interest in how humans think and behave. This includes philosophy, psychology, neurocognitive sciences, economics, political science, sociology, management, and organization studies. The Routledge Handbook of Bounded Rationality draws together an international team of leading experts to survey the recent literature and the latest developments in these related fields. The chapters feature entries on key behavioural phenomena, including reasoning, judgement, decision making, uncertainty, risk, heuristics and biases, and fast and frugal heuristics. The text also examines current ideas such as fast and slow thinking, nudge, ecological rationality, evolutionary psychology, embodied cognition, and neurophilosophy. Overall, the volume serves to provide the most complete state-of-the-art collection on bounded rationality available. This book is essential reading for students and scholars of economics, psychology, neurocognitive sciences, political sciences, and philosophy.

Download or read book Investors and Exploiters in Ecology and Economics written by Luc-Alain Giraldeau and published by MIT Press. This book was released on 2024-05-21 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experts from the natural and social sciences examine the coexistence of productive and exploitative behavior strategies observable in many species at many levels. In the natural world, some agents (investors) employ strategies that provide resources, services, or information, while others (exploiters) gain advantages through these efforts. This behavior coexists and can be observed in many species and at many levels. For example, bacteria depend on the existence of biofilms to synthesize constituent proteins; cancerous cells employ angiogenesis to feed a tumor; and parents forgo vaccinating their children yet benefit from herd immunity. Two independent research traditions have developed to analyze this behavior—one couched in evolutionary theory championed by behavioral ecologists, the other in social science concepts advocated by economists. In this book experts from economics, evolutionary biology, behavioral ecology, public health, and anthropology look for commonalities in understanding and approach. The contributors consider parasitic strategies in ecological and economic terms; the governance of natural resources, with insights from “producer-scrounger models,” forest management, and game theory; human health, discussing therapeutic opportunities, public health economics, and the integration of perspectives; and behavioral, social, and institutional consequences of exploitation strategies. Contributors Michal Arbilly, Zoltán Barta, Jan Börner, Sam P. Brown, Max Burton-Chellew, Juan Camilo Cardenas, Sasha R. X. Dall, Miguel dos Santos, Frédérique Dubois, Paul W. Ewald, Gigi Foster, Paul Frijters, Luc-Alain Giraldeau, Ben Greiner, Reem Hajjar, Philipp Heeb, Markus Herrmann, Tatsuya Kameda, Alex Kacelnik, Kiryl Khalmetski, Andrew J. King, Hanna Kokko, Michael Kosfeld, Wolfgang Leininger, Arnem Lotem, Kimberley J. Mathot, John M. McNamara, Friederike Mengel, Johan A. Oldekop, Daniel Pauly, Benjamin Roche, Devesh Rustagi, William J. Sutherland, Frédéric Thomas, Thomas J. Valone, Joël van der Weele, Björn Vollan, Claus Wedekind, Bruce Winterhalder

Download or read book Computational Economics Heterogeneous Agent Modeling written by Cars Hommes and published by Elsevier. This book was released on 2018-06-27 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Computational Economics: Heterogeneous Agent Modeling, Volume Four, focuses on heterogeneous agent models, emphasizing recent advances in macroeconomics (including DSGE), finance, empirical validation and experiments, networks and related applications. Capturing the advances made since the publication of Volume Two (Tesfatsion & Judd, 2006), it provides high-level literature with sections devoted to Macroeconomics, Finance, Empirical Validation and Experiments, Networks, and other applications, including Innovation Diffusion in Heterogeneous Populations, Market Design and Electricity Markets, and a final section on Perspectives on Heterogeneity. - Helps readers fully understand the dynamic properties of realistically rendered economic systems - Emphasizes detailed specifications of structural conditions, institutional arrangements and behavioral dispositions - Provides broad assessments that can lead researchers to recognize new synergies and opportunities

Download or read book Elgar Companion to Neo Schumpeterian Economics written by Horst Hanusch and published by Edward Elgar Publishing. This book was released on 2007 with total page 1229 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Elgar Companion to Neo-Schumpeterian Economics is a cutting-edge collection of specially commissioned contributions highlighting not only the broad scope but also the common ground between all branches of this prolific and fast developing field of economics. For 25 years economists have been investigating industrial dynamics under the heading of neo-Schumpeterian economics, which has itself become a mature and widely acknowledged discipline in the fields of innovation, knowledge, growth and development economics. The Elgar Companion to Neo-Schumpeterian Economics surveys the achievements of the most visible scholars in this area. The contributions to the Companion give both a brief survey on the various fields of neo-Schumpeterian economics as well as insights into recent research at the scientific frontiers. The book also illustrates the potential of neo-Schumpeterian economics to overcome its so far self-imposed restriction to the domains of technology driven industry dynamics, and to become a comprehensive approach in economics suited for the analysis of development processes in all economic domains. Integrating both the public sector and financial markets, the book focusses on the co-evolutionary processes between the different domains. As a roadmap for the development of a comprehensive neo-Schumpeterian theory, the Companion will be an invaluable source of reference for researchers in the fields of industrial dynamics and economic growth, and academics and scholars of economics generally. PhD students will find the Companion an indispensable general introduction to the field of neo-Schumpeterian economics. It will also appeal to politicians and consultants engaged in national and international policy as the Companion deals with the highly important and ever topical phenomena of economic development.

Download or read book Agent Based Models in Economics written by Domenico Delli Gatti and published by Cambridge University Press. This book was released on 2018-03-22 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: In contrast to mainstream economics, complexity theory conceives the economy as a complex system of heterogeneous interacting agents characterised by limited information and bounded rationality. Agent Based Models (ABMs) are the analytical and computational tools developed by the proponents of this emerging methodology. Aimed at students and scholars of contemporary economics, this book includes a comprehensive toolkit for agent-based computational economics, now quickly becoming the new way to study evolving economic systems. Leading scholars in the field explain how ABMs can be applied fruitfully to many real-world economic examples and represent a great advancement over mainstream approaches. The essays discuss the methodological bases of agent-based approaches and demonstrate step-by-step how to build, simulate and analyse ABMs and how to validate their outputs empirically using the data. They also present a wide set of applications of these models to key economic topics, including the business cycle, labour markets, and economic growth.

Download or read book Reflexivity and Economics written by John Davis and published by Routledge. This book was released on 2018-04-19 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: The form of ‘reflexivity’ – defined by the dictionary as that which is ‘directed back upon itself’ – that is most relevant to economic methodology is that where observation of the economy leads to ideas that change behavior, which in turn changes (is directed back upon) the economy itself. As George Soros explains: "if investors believe that markets are efficient then that belief will change the way they invest, and that in turn will change the nature of the markets they are observing ... That is the principle of reflexivity". Although various versions of reflexivity have long been discussed, in recent years George Soros has been particularly effective in bringing ideas about reflexivity to the attention of the economic and financial communities. In a series of writings he has systematically argued that reflexivity is not only an important aspect of economic life, it is an aspect that is neglected in most mainstream theorizing; and in addition, that the neglect of reflexivity has been responsible for the failure of economists to predict, explain, or offer a solution for events such as the recent financial crisis. Soros’ ideas about reflexivity have important methodological significance, and his chapter in this book summarizes and clarifies his arguments. His contribution is joined by those of thirteen scholars from a wide range of relevant fields, who provide a commentary on the idea of reflexivity in economics. This book was originally published as a special issue of The Journal of Economic Methodology.

Download or read book Rationality Bounded Rationality and Microfoundations written by R. Salehnejad and published by Springer. This book was released on 2006-11-28 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book challenges the generally accepted theories of classical economics, explaining why the expected utility theory, even if it were true, fails to be of much help in solving economic controversies.

Download or read book Encyclopedia of Nonlinear Science written by Alwyn Scott and published by Routledge. This book was released on 2006-05-17 with total page 2881 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 438 alphabetically-arranged essays, this work provides a useful overview of the core mathematical background for nonlinear science, as well as its applications to key problems in ecology and biological systems, chemical reaction-diffusion problems, geophysics, economics, electrical and mechanical oscillations in engineering systems, lasers and nonlinear optics, fluid mechanics and turbulence, and condensed matter physics, among others.

Download or read book Control and Game Theoretic Methods for Cyber Physical Security written by Aris Kanellopoulos and published by Elsevier. This book was released on 2024-05-24 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control-theoretic Methods for Cyber-Physical Security presents novel results on security and defense methodologies applied to cyber-physical systems. This book adopts the viewpoint of control and game theories, modelling these autonomous platforms as dynamical systems and proposing algorithmic frameworks that both proactively and reactively shield the system against catastrophic failures. The algorithms presented employ model-based and data-driven techniques to security, ranging from model-free detection mechanisms to unpredictability-based defense approaches.This book will be a reference to the research community in identifying approaches to security that go beyond robustification techniques and give attention to the tight interplay between the physical and digital devices of the system, providing algorithms that can be readily used in a variety of application domains where the systems are subject to different kinds of attacks. - Serves as a bibliography on different aspects of security in cyber-physical systems - Offers insights into security through innovative approaches, which amalgamate principles from diverse disciplines - Explores unresolved challenges in the security domain, examining them through the lens of rigorous formulations from control and game theory

Download or read book Advanced Geo Simulation Models written by Danielle J. Marceau and published by Bentham Science Publishers. This book was released on 2011-09-09 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Geosimulation has recently emerged at the intersection of Geographic Information Science, Complex Systems Theory and Computer Science. Geosimulation aims at understanding the dynamics of complex human-driven spatial systems through the use of spatially ex"

Download or read book Encyclopedia of Finance written by Cheng-Few Lee and published by Springer Science & Business Media. This book was released on 2006-07-27 with total page 861 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a major new reference work covering all aspects of finance. Coverage includes finance (financial management, security analysis, portfolio management, financial markets and instruments, insurance, real estate, options and futures, international finance) and statistical applications in finance (applications in portfolio analysis, option pricing models and financial research). The project is designed to attract both an academic and professional market. It also has an international approach to ensure its maximum appeal. The Editors' wish is that the readers will find the encyclopedia to be an invaluable resource.

Download or read book Economics with Heterogeneous Interacting Agents written by Alan Kirman and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses situations in which individual agents, who might be different from each other, interact and produce behaviour on the aggregate level which does not correspond to that of the average actor. This leads to aggregate outcomes which would be impossible to explain in a more standard approach. Aggregation generates structure and, as a result, interaction and heterogeneity can be handled and we no longer have to rely on the over-simplified reduction of the behaviour of the economy to that of a "rational" individual.

Download or read book The Foundations of Behavioral Economic Analysis written by Sanjit S. Dhami and published by Oxford University Press. This book was released on 2016 with total page 1799 pages. Available in PDF, EPUB and Kindle. Book excerpt: It considers the evidence against the exponential discounted utility model and describes several behavioral models such as hyperbolic discounting, attribute based models and the reference time theory. Part IV describes the evidence on classical game theory and considers several models of behavioral game theory, including level-k and cognitive hierarchy models, quantal response equilibrium, and psychological game theory. Part V considers behavioral models of learning that include evolutionary game theory, classical models of learning, experience weighted attraction model, learning direction theory, and stochastic social dynamics. Part VI studies the role of emotions; among other topics it considers projection bias, temptation preferences, happiness economics, and interaction between emotions and cognition. Part VII considers bounded rationality. The three main topics considered are judgment heuristics and biases, mental accounting, and behavioral finance.