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Complexity Hints For Economic Policy
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Book Synopsis Complexity Hints for Economic Policy by : Massimo Salzano
Download or read book Complexity Hints for Economic Policy written by Massimo Salzano and published by Springer Science & Business Media. This book was released on 2007-05-15 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book considers the benefits of complexity, suggesting that economists should become a bit less certain in their policy conclusions. A broader range of models would include agent-based models, which use computational power to deal with specification of models that are far beyond analytic solution; and non-linear dynamic stochastic models, many of which are beyond analytic solution, but whose nature can be discovered by a combination of analytics and computer simulations.
Book Synopsis Complex Systems in the Social and Behavioral Sciences by : L. Douglas Kiel
Download or read book Complex Systems in the Social and Behavioral Sciences written by L. Douglas Kiel and published by University of Michigan Press. This book was released on 2021-06-22 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complexity Systems in the Social and Behavioral Sciences provides a sophisticated yet accessible account of complexity science or complex systems research. Phenomena in the behavioral, social, and hard sciences all exhibit certain important similarities consistent with complex systems. These include the concept of emergence, sensitivity to initial conditions, and interactions between agents in a system that yield unanticipated, nonlinear outcomes. The topics discussed range from the implications for artificial intelligence and computing to questions about how to model complex systems through agent-based modeling, to complex phenomena exhibited in international relations, and in organizational behavior. This volume will be an invaluable addition for both the general reader and the specialist, offering new insights into this fascinating area of research.
Book Synopsis China's Quest for Innovation by : Shuanping Dai
Download or read book China's Quest for Innovation written by Shuanping Dai and published by Taylor & Francis. This book was released on 2019-11-06 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: The transition from a catching-up style economy to an innovation-driven economy poses a major challenge for China. This book examines the major issues at stake, outlines developments in crucial business fields and industries, and discusses the roles of top-down politics and bottom-up entrepreneurship. It focuses in particular on the institutional foundations of innovation, arguing that successful innovation relies on the favourable interplay of business, politics, and society, and that comprehensive institutional and organizational changes will be required in China in order for innovation to succeed. Overall, the book assesses how far China will be able to depart from the Western paradigm of successful innovation regimes and create its own innovation system with Chinese characteristics.
Book Synopsis Complex Systems, Sustainability and Innovation by : Ciza Thomas
Download or read book Complex Systems, Sustainability and Innovation written by Ciza Thomas and published by BoD – Books on Demand. This book was released on 2016-12-14 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book on complex systems, sustainability, and innovation explores a broad set of ideas and presents some of the state-of-the-art research in this field concisely in six chapters. In a complex system, it is difficult to know exactly how the individual components contribute to an observed behavior and the extent of each component's contributions. It is the interactions of the individual components that determine the emergent functionalities. This makes it difficult to understand and predict the behavior of complex systems and hence the effects of any innovations in this field. This necessitates for the emergence of a new age of innovations with the main focus on user orientation and sustainability. This book explores some of the complex systems and their dependence on the environment to provide a long-term perspective, aiding innovations and supporting a sustainable society. The intended audience of this book will mainly consist of researchers, research students, and practitioners in the field of complex systems and sustainability.
Book Synopsis Agent-Based Computational Economics by : Shu-Heng Chen
Download or read book Agent-Based Computational Economics written by Shu-Heng Chen and published by Routledge. This book was released on 2017-09-19 with total page 543 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 by tracing its origins. From a modelling viewpoint, ACE brings truly decentralized procedures into market analysis, from a single market to the whole economy. This book also reviews how experimental economics and artificial intelligence have shaped the development of ACE. For the former, the book discusses how ACE models can be used to analyse the economic consequences of cognitive capacity, personality and cultural inheritance. For the latter, the book covers the various tools used to construct artificial adaptive agents, including reinforcement learning, fuzzy decision rules, neural networks, and evolutionary computation. This book will be of interest to graduate students researching computational economics, experimental economics, behavioural economics, and research methodology.
Book Synopsis Complex Systems in Finance and Econometrics by : Robert A. Meyers
Download or read book Complex Systems in Finance and Econometrics written by Robert A. Meyers and published by Springer Science & Business Media. This book was released on 2010-11-03 with total page 919 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finance, Econometrics and System Dynamics presents an overview of the concepts and tools for analyzing complex systems in a wide range of fields. The text integrates complexity with deterministic equations and concepts from real world examples, and appeals to a broad audience.
Book Synopsis Decision Theory and Choices: a Complexity Approach by : Marisa Faggini
Download or read book Decision Theory and Choices: a Complexity Approach written by Marisa Faggini and published by Springer Science & Business Media. This book was released on 2010-12-28 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: In economics agents are assumed to choose on the basis of rational calculations aimed at the maximization of their pleasure or profit. Formally, agents are said to manifest transitive and consistent preferences in attempting to maximize their utility in the presence of several constraints. They operate according to the choice imperative: given a set of alternatives, choose the best. This imperative works well in a static and simplistic framework, but it may fail or vary when 'the best' is changing continuously. This approach has been questioned by a descriptive approach that springing from the complexity theory tries to give a scientific basis to the way in which individuals really choose, showing that those models of human nature is routinely falsified by experiments since people are neither selfish nor rational. Thus inductive rules of thumb are usually implemented in order to make decisions in the presence of incomplete and heterogeneous information sets.
Book Synopsis Complex Systems, Multi-Sided Incentives and Risk Perception in Companies by : Michael I.C. Nwogugu
Download or read book Complex Systems, Multi-Sided Incentives and Risk Perception in Companies written by Michael I.C. Nwogugu and published by Springer Nature. This book was released on 2019-09-06 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most research about financial stability and sustainable growth focuses on the financial sector and macroeconomics and neglects the real sector, microeconomics and psychology issues. Real-sector and financial-sectors linkages are increasing and are a foundation of economic/social/environmental/urban sustainability, given financial crises, noise, internet, “transition economics”, disintermediation, demographics and inequality around the world. Within complex systems theory framework, this book analyses some multi-sided mechanisms and risk-perception that can have symbiotic relationships with financial stability, systemic risk and/or sustainable growth. Within the context of Regret Minimization, MN-Transferable Utility and WTAL, new theories-of-the-firm are developed that consider sustainable growth, price stability, globalization, financial stability and birth-to-death evolutions of firms. This book introduces new behaviour theories pertaining to real estate and intangibles, which can affect the evolutions of risk-taking and risk perception within organizations and investment entities. The chapters address elements of the dilemma of often divergent risk perceptions of, and risk-taking by corporate executives, regulators and investment managers.
Book Synopsis Organized Complexity in Business by : Johannes Strikwerda
Download or read book Organized Complexity in Business written by Johannes Strikwerda and published by Springer Nature. This book was released on 2023-02-25 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores a most central phenomenon in our contemporary businesses and organization, the growing complexity in business. Economic growth and growth of complexity always have been inseparable, but the last decennia the growth of complexity appears to outrun our growth of knowledge and understanding. For success and continuity, the modern firm in the developing complexity of its markets and societal contexts must have the capacity to master and exploit a commensurate level of complexity in its internal organization. This book is the first of its kind to help the reader to understand the different types of complexity and the different concepts and tools to deal with each of them in business administration, strategy, and organization. This book offers the reader a fresh perspective on conventional concepts and tools in the field of business administration and bridges these to new concepts as are being used to exploit new complexities. In the process, the reader becomes familiar with the rich cybernetic concept of information, as a basis for the information-based organization and to master big data. With that complex decision-making is clarified and a fresh understanding of the core function of the organization, coordination, is offered for those who want to solve the issue of self-coordination. The book provides working examples but even more the strongest tool to master and to reduce complexity: a deeper and broader understanding of what is going on beneath the surface of what we experience daily. This book builds on Herbert Simon’s hypothesis of simplicity: ‘to use the simplicity of process to deal with the complexity of state.’
Book Synopsis Computable Foundations for Economics by : K. Vela Velupillai
Download or read book Computable Foundations for Economics written by K. Vela Velupillai and published by Routledge. This book was released on 2012-07-26 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computable Foundations for Economics is a unified collection of essays, some of which are published here for the first time and all of which have been updated for this book, on an approach to economic theory from the point of view of algorithmic mathematics. By algorithmic mathematics the author means computability theory and constructive mathematics. This is in contrast to orthodox mathematical economics and game theory, which are formalised with the mathematics of real analysis, underpinned by what is called the ZFC formalism, i.e., set theory with the axiom of choice. This reliance on ordinary real analysis and the ZFC system makes economic theory in its current mathematical mode completely non-algorithmic, which means it is numerically meaningless. The book provides a systematic attempt to dissect and expose the non-algorithmic content of orthodox mathematical economics and game theory and suggests a reformalization on the basis of a strictly rigorous algorithmic mathematics. This removes the current schizophrenia in mathematical economics and game theory, where theory is entirely divorced from algorithmic applicability – for experimental and computational exercises. The chapters demonstrate the uncomputability and non-constructivity of core areas of general equilibrium theory, game theory and recursive macroeconomics. The book also provides a fresh look at the kind of behavioural economics that lies behind Herbert Simon’s work, and resurrects a role for the noble classical traditions of induction and verification, viewed and formalised, now, algorithmically. It will therefore be of particular interest to postgraduate students and researchers in algorithmic economics, game theory and classical behavioural economics.
Book Synopsis Geopolitical Risk, Sustainability and “Cross-Border Spillovers” in Emerging Markets, Volume I by : Michael I. C. Nwogugu
Download or read book Geopolitical Risk, Sustainability and “Cross-Border Spillovers” in Emerging Markets, Volume I written by Michael I. C. Nwogugu and published by Springer Nature. This book was released on 2021-08-30 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic recessions, social networks, environmental damage in several large countries (eg. China, Brazil, U.S.), the Global Financial Crisis of 2007-2015 and cross-border spillovers continue to significantly affect economic systems, financial markets, social structures and environmental compliance worldwide. These have rekindled economists’ and policy-makers’ interest in the relationships among constitutions, risk regulation, foreign aid, political systems, government size, credit expansion and sustainable growth. Risk regulation remains highly ineffective as manifested by the failures of new financial regulations and government stimulus programs that were implemented during 2007-2020 in many developed countries and emerging markets countries. This book, the first of two volumes, addresses these issues in the context of the role of constitutional economics and economic psychology as tools for national and global sustainable growth and risk management. Furthermore, this volume analyzes the often symbiotic relationship between alternative sets of legal-institutional-constitutional rules that constrain the choices and activities of economic and political agents on one hand, and sustainable growth, financial regulation and the risk management of financial institutions on the other; and reviews the effects of constitutions and legal institutions on market dynamics (real estate; fixed-income, stocks; etc.) including volatility, market depth and liquidity. This book will help researchers develop better artificial intelligence and decision-systems models of geopolitical risk, public policy and international capital flows, all of which are increasingly relevant to investment managers, boards-of-directors and government officials.
Book Synopsis Keynesian, Sraffian, Computable and Dynamic Economics by : Kumaraswamy Velupillai
Download or read book Keynesian, Sraffian, Computable and Dynamic Economics written by Kumaraswamy Velupillai and published by Springer Nature. This book was released on 2021-03-08 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores an alternative approach to the conventional, market-based, view of economic theory and economic policy, at theoretical, numerical and applicable levels. The chapters provide a theoretical, empirical, and algorithmic approach to marcodynamics, Sraffian economics, and current policy issues. Post-Keynesian macroeconomics, business cycle theory, the trade cycle, microfoundations, and the Philips Machine are also covered. This book aims to challenge orthodox ideas and provide a lens through which to honour the work of Stefano Zambelli. It will be of relevant to students and academics interested in economics.
Book Synopsis European Economics at a Crossroads by : John Barkley Rosser
Download or read book European Economics at a Crossroads written by John Barkley Rosser and published by Edward Elgar Publishing. This book was released on 2010-01-01 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: As Europe moves toward an integrated academic system, European economics is changing. This book discusses that change, along with the changes that are happening simultaneously within the economics profession. The authors argue that modern economics can no longer usefully be described as neoclassical , but is much better described as complexity economics. The complexity approach embraces rather than assumes away the complexities of social interaction. The authors also argue that despite all the problems with previous European academic structures, those structures allowed for more diversity than exists in US universities, and thus were often ahead of US universities in exploring new cutting-edge approaches. The authors further argue that by trying to judge themselves by US-centric measures and to copy US universities, the European economics profession is undermining some of the strengths of the older system strengths on which it should be building. While the authors agree that European economics needs to go through major changes in the coming decade, they argue that by building on Europe s strengths, rather than trying to follow a US example, Europe will be more likely to become the global leader in economics in the coming decades rather than a second-rate copy of the US. The book begins with two chapters spelling out the authors view of the changes in economics and European economics. This is followed by 11 interviews with a diverse set of innovative European economists from a range of European countries. In the interviews these European economists reflect on the ongoing changes in economics generally and in European economics specifically. These interviews demonstrate how the economics profession is moving away from traditional neoclassical economics into a dynamic set of new methods and approaches (incorporating work in behavioral economics, experimental economics, evolutionary game theory and ecological approaches, complexity and nonlinear dynamics, methodological analysis, and agent-based modelling) that the authors classify as complexity economics. This fascinating and easy-to-read book will prove a stimulating and thought-provoking read for those with an interest in economics, European education, and the nature of academic disciplines generally.
Book Synopsis Social Self-Organization by : Dirk Helbing
Download or read book Social Self-Organization written by Dirk Helbing and published by Springer. This book was released on 2012-05-05 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: What are the principles that keep our society together? This question is even more difficult to answer than the long-standing question, what are the forces that keep our world together. However, the social challenges of humanity in the 21st century ranging from the financial crises to the impacts of globalization, require us to make fast progress in our understanding of how society works, and how our future can be managed in a resilient and sustainable way. This book can present only a few very first steps towards this ambitious goal. However, based on simple models of social interactions, one can already gain some surprising insights into the social, ``macro-level'' outcomes and dynamics that is implied by individual, ``micro-level'' interactions. Depending on the nature of these interactions, they may imply the spontaneous formation of social conventions or the birth of social cooperation, but also their sudden breakdown. This can end in deadly crowd disasters or tragedies of the commons (such as financial crises or environmental destruction). Furthermore, we demonstrate that classical modeling approaches (such as representative agent models) do not provide a sufficient understanding of the self-organization in social systems resulting from individual interactions. The consideration of randomness, spatial or network interdependencies, and nonlinear feedback effects turns out to be crucial to get fundamental insights into how social patterns and dynamics emerge. Given the explanation of sometimes counter-intuitive phenomena resulting from these features and their combination, our evolutionary modeling approach appears to be powerful and insightful. The chapters of this book range from a discussion of the modeling strategy for socio-economic systems over experimental issues up the right way of doing agent-based modeling. We furthermore discuss applications ranging from pedestrian and crowd dynamics over opinion formation, coordination, and cooperation up to conflict, and also address the response to information, issues of systemic risks in society and economics, and new approaches to manage complexity in socio-economic systems. Selected parts of this book had been previously published in peer reviewed journals.
Book Synopsis The Elgar Companion to Information Economics by : Daphne R. Raban
Download or read book The Elgar Companion to Information Economics written by Daphne R. Raban and published by Edward Elgar Publishing. This book was released on 2024-03-14 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Elgar Companion to Information Economics dexterously navigates this interdisciplinary field of research which celebrates the crucial contribution of information to decision making, market dynamics, and economic well-being. Offering a wealth of conceptual analysis, this erudite Companion embarks on an intellectual journey exploring the fundamentals of information economics. This title contains one or more Open Access chapters.
Book Synopsis The Oxford Handbook of Austrian Economics by : Peter J. Boettke
Download or read book The Oxford Handbook of Austrian Economics written by Peter J. Boettke and published by . This book was released on 2015 with total page 833 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Austrian School of Economics is an intellectual tradition in economics and political economy dating back to Carl Menger in the late-19th century. Menger stressed the subjective nature of value in the individual decision calculus. Individual choices are indeed made on the margin, but the evaluations of rank ordering of ends sought in the act of choice are subjective to individual chooser. For Menger, the economic calculus was about scarce means being deployed to pursue an individual's highest valued ends. The act of choice is guided by subjective assessments of the individual, and is open ended as the individual is constantly discovering what ends to pursue, and learning the most effective way to use the means available to satisfy those ends. This school of economic thinking spread outside of Austria to the rest of Europe and the United States in the early-20th century and continued to develop and gain followers, establishing itself as a major stream of heterodox economics. The Oxford Handbook of Austrian Economics provides an overview of this school and its theories. The various contributions discussed in this book all reflect a tension between the Austrian School's orthodox argumentative structure (rational choice and invisible hand) and its addressing of a heterodox problem situations (uncertainty, differential knowledge, ceaseless change). The Austrian economists from the founders to today seek to derive the invisible hand theorem from the rational choice postulate via institutional analysis in a persistent and consistent manner. Scholars and students working in the field of History of Economic Thought, those following heterodox approaches, and those both familiar with the Austrian School or looking to learn more will find much to learn in this comprehensive volume.
Book Synopsis Posthuman International Relations by : Doctor Erika Cudworth
Download or read book Posthuman International Relations written by Doctor Erika Cudworth and published by Bloomsbury Publishing. This book was released on 2011-12-08 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this bold intervention, Cudworth and Hobden draw on recent advances in thinking about complexity theory to call for a profound re-envisioning of the study of international relations. As a discipline, IR is wedded to the enlightenment project of overcoming the 'hazards' of nature, and thus remains constrained by its blinkered 'human-centred' approach. Furthermore, as a means of predicting major global-political events and trends, it has failed consistently. Instead, the authors argue, it is essential we develop a much more nuanced and sophisticated analysis of global political systems, taking into account broader environmental circumstances, as well as social relations, economic practices and formations of political power. Essentially, the book reveals how the study of international politics is transformed by the understanding that we have never been exclusively human. An original work that is sure to provoke heated debate within the discipline, Posthuman International Relations combines insights from complexity theory and ecological thinking to provide a radical new agenda for a progressive, twenty-first century, International Relations.
