Barriers And Bounds To Rationality
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Barriers And Bounds To Rationality
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Author : Peter Albin
language : en
Publisher: Princeton University Press
Release Date : 1998-04-26
Barriers And Bounds To Rationality written by Peter Albin and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-04-26 with Business & Economics categories.
Peter Albin is known for his seminal work in applying the concepts of adaptive dynamical systems, first developed by biologists and physicists, to the study of economic systems. This book is a collection of his pathbreaking articles on the application of cellular automata and complexity theory to economic problems. Duncan Foley provides a thoughtful introduction in which he reviews the disparate analytical sources of Albin's work in the theories of nonlinear dynamical systems, economic dynamics, cellular automata, linguistic and computational complexity, and bounded rationality. Albin has analyzed economic systems as interactions of highly complex components (i.e., intelligent human beings). He uses the theories of generative linguistics and cellular automata to establish that the complexity level of economic systems is, in principle at least, that of a Turing machine or general-purpose computer, establishing that classic economic approaches to the problems of household and firm choice, macroeconomic prediction, and policy evaluation may give rise to undecidable propositions and uncomputable functions. He develops simple models of dynamic economic interaction based on cellular automata which illustrate the inherent complexity of economic interactions and the resulting challenge they pose to traditional theories of rational economic behavior. These models explore the dynamics of the business cycle, decentralized market trading, and the emergence of cooperation in a novel local-interaction version of the repeated prisoners' dilemma game. Albin's work provides a unique and important perspective on economic systems.
Elements Of Reason
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Author : Arthur Lupia
language : en
Publisher: Cambridge University Press
Release Date : 2000-10-09
Elements Of Reason written by Arthur Lupia and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-10-09 with Political Science categories.
Many social scientists want to explain why people do what they do. A barrier to constructing such explanations used to be a lack of information on the relationship between cognition and choice. Now, recent advances in cognitive science, economics, political science, and psychology have clarified this relationship. In Elements of Reason, scholars from across the social sciences use these advances to uncover the cognitive foundations of social decision making. They answer tough questions about how people see and process information and provide new explanations of how basic human needs, the environment, and past experiences combine to affect human choices.
Artificial Intelligence Learning And Computation In Economics And Finance
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Author : Ragupathy Venkatachalam
language : en
Publisher: Springer Nature
Release Date : 2023-02-15
Artificial Intelligence Learning And Computation In Economics And Finance written by Ragupathy Venkatachalam and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-15 with Science categories.
This book presents frontier research on the use of computational methods to model complex interactions in economics and finance. Artificial Intelligence, Machine Learning and simulations offer effective means of analyzing and learning from large as well as new types of data. These computational tools have permeated various subfields of economics, finance, and also across different schools of economic thought. Through 16 chapters written by pioneers in economics, finance, computer science, psychology, complexity and statistics/econometrics, the book introduces their original research and presents the findings they have yielded. Theoretical and empirical studies featured in this book draw on a variety of approaches such as agent-based modeling, numerical simulations, computable economics, as well as employing tools from artificial intelligence and machine learning algorithms. The use of computational approaches to perform counterfactual thought experiments are also introduced, which help transcend the limits posed by traditional mathematical and statistical tools. The book also includes discussions on methodology, epistemology, history and issues concerning prediction, validation, and inference, all of which have become pertinent with the increasing use of computational approaches in economic analysis.
Psychology Rationality And Economic Behaviour
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Author : B. Agarwal
language : en
Publisher: Springer
Release Date : 2005-08-03
Psychology Rationality And Economic Behaviour written by B. Agarwal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-08-03 with Business & Economics categories.
Economics has paid little attention to the psychology of economic behaviour, leading to somewhat simplistic assumptions about human nature. The psychological aspects have typically been reduced to standard utility theory, based on a narrow conception of rationality and self-interest maximization. The contributions in this volume, some focused on analytical models and methodology, others on laboratory and field experiments, challenge these assumptions, and provide novel and complex understandings of human motivation and economic decision-making. With a pioneering introduction by the book's two editors, this volume brings together exciting contributions to a field that is rapidly growing in influence and reach.
The Microeconomics Of Complex Economies
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Author : Wolfram Elsner
language : en
Publisher: Academic Press
Release Date : 2014-04-15
The Microeconomics Of Complex Economies written by Wolfram Elsner and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-15 with Business & Economics categories.
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. Its formal, accessible treatment of complexity goes beyond the scopes of neoclassical and mainstream economics. The highly interdependent economy of the 21st century demands a reconsideration of economic theories. Describes the usefulness of complex heterodox economics Emphasizes divergences and convergences with neoclassical economic theories and perspectives Fits easily into courses on intermediate microeconomics, industrial organization, and games through self-contained chapters
Rational Econometric Man
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Author : Edward J. Nell
language : en
Publisher: Edward Elgar Publishing
Release Date : 2013-09-30
Rational Econometric Man written by Edward J. Nell and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-30 with Business & Economics categories.
•If you are interested in understanding the underlying philosophical reasons why structural econometrics seems dead, read this book. Not only do the authors provide a comprehensive, stimulating, and provocative account of the debate and literature, the
Governing The World S Money
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Author : David M. Andrews
language : en
Publisher: Cornell University Press
Release Date : 2018-10-18
Governing The World S Money written by David M. Andrews and has been published by Cornell University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-18 with Political Science categories.
The effective governance of global money and finance is under enormous stress. Deep changes over the last decade in capital markets, exchange rate systems, and government finances suggest dramatic shifts in the contours of monetary power, with tensions rising between the functional logic of international economics and the geographic logic of state-centered politics. Governing the World's Money assesses those tensions and the prospects for their peaceful resolution. Governing the World's Money surveys the frontiers of the global monetary system in ten original essays. Leading scholars of international relations and economics explore the evolution of the instruments available to policy officials for monetary governance. As they analyze the contemporary reordering of political authority in a market-oriented global economy, they open new pathways for the study of regional monetary integration and international institutional reform.
Complexity And The History Of Economic Thought
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Author :
language : en
Publisher: Routledge
Release Date :
Complexity And The History Of Economic Thought written by and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Technological Change And Network Effects In Growth Regimes
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Author : Torsten Heinrich
language : en
Publisher: Routledge
Release Date : 2014-06-03
Technological Change And Network Effects In Growth Regimes written by Torsten Heinrich and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-03 with Business & Economics categories.
In this new volume it is argued that network effects are much more common than usually assumed, and that they have a profound impact on many aspects of economic systems, especially technological change and economic growth. The analysis and modelling of this interrelationship is the central focus of this book. While there exists a vast body of literature on economic growth, the theories put forward so far have had limited success in explaining observed patterns of economic growth. ‘Growth cycles’ in particular continue to elude standard economic models, though evolutionary economics has made some progress. Seeking to fill the gap, Torsten Heinrich’s innovative approach uses microeconomics to explain heterogeneous sectoral dynamics on the meso level, and then aggregating these to observed macroeconomic growth rates. In this way, it is shown that an evolutionary model of technological change with network effects can explain not only commonly observed asymmetric industry structures, monopolies and oligopolies but also ‘growth cycles’. The book includes a comprehensive account of the most influential economic growth theories, a discussion of the research on network effects as well as an introduction to the methodology, the model, and a case study on the recent emergence of information and communication technology. This important new volume will be relevant to all those interested in theoretical economics, growth theory, innovation economics, agent based modelling and industry dynamics.
Social Fairness And Economics
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Author : Lance Taylor
language : en
Publisher: Routledge
Release Date : 2013-02-11
Social Fairness And Economics written by Lance Taylor and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-02-11 with Business & Economics categories.
This volume brings together papers inspired by the work of Duncan Foley, an extraordinarily productive economist who has made seminal contributions to a wide variety of areas. Foley’s work cannot be easily classified, but one thread that runs through it is a critical examination (along both ethical and analytical lines) of conventional neoclassical economic theory, particularly involving general equilibrium theories of value and money. Foley was a pioneer of complexity economics as well, which adopts approaches to these questions drawn from natural sciences, so the collection therefore has an interdisciplinary quality that will interest a wide variety of readers. Some of the chapters are intellectual biographies that contextualize and identify Foley’s contributions to Keynesian macroeconomics, Marxian value theory, and complexity theory in economics. The topics covered include the economics of complexity; the ethics of general equilibrium theory; the economics of climate change; applications of Keynesian, Marxian and Ricardian political economy; and money and financial crises. The collection should be useful to scholars who work in various economic traditions critical of the currently dominant free-market approach, but it also speaks to scholars of critical theory in various disciplines beyond economics such as the mathematicians, physicists, and other natural scientists who are interested in understanding the complexity of social processes using their analytical frameworks. This book should also appeal to graduate students in economics who are working in these traditions, as well as scholars (including current graduate students in orthodox programs) who are dissatisfied with the current state of economic theory and would like to satisfy their intellectual curiosity by sampling the contributions of critical theorists.