Foundations And Applications Of Complexity Economics
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Foundations And Applications Of Complexity Economics
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Author : J. Barkley Rosser, Jr.
language : en
Publisher: Springer Nature
Release Date : 2021-05-21
Foundations And Applications Of Complexity Economics written by J. Barkley Rosser, Jr. and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-21 with Business & Economics categories.
This book presents a survey of the aspects of economic complexity, with a focus on foundational, interdisciplinary ideas. The long-awaited follow up to his 2011 volume Complex Evolutionary Dynamics in Urban-Regional and Ecologic-Economic Systems: From Catastrophe to Chaos and Beyond, this volume draws together the threads of Rosser’s earlier work on complexity theory and its wide applications in economics and an expanded list of related disciplines. The book begins with a full account of the broader categories of complexity in economics--dynamic, computational, hierarchical, and structural--before shifting to more detailed analysis. The next two chapters address problems associated with computational complexity, especially those of computability, and discuss the Godel Incompleteness Theorem with a focus on reflexivity. The middle chapters discuss the relationship between entropy, econophysics, evolution, and economic complexity, respectively, with applications in urban and regional dynamics, ecological economics, general equilibrium theory, as well as financial market dynamics. The final chapter works to bring together these themes into a broader framework and expose some of the limits concerning analysis of deeper foundational issues. With applications in all disciplines characterized by interconnected nonlinear adaptive systems, this book is appropriate for graduate students, professors and practitioners in economics and related disciplines such as regional science, mathematics, physics, biology, environmental sciences, philosophy, and psychology.
Foundations And Applications Of Complexity Economics
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Author : Rosser, Jr. (J. Barkley)
language : en
Publisher:
Release Date : 2021
Foundations And Applications Of Complexity Economics written by Rosser, Jr. (J. Barkley) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
This book presents a survey of the aspects of economic complexity, with a focus on foundational, interdisciplinary ideas. The long-awaited follow up to his 2011 volume Complex Evolutionary Dynamics in Urban-Regional and Ecologic-Economic Systems: From Catastrophe to Chaos and Beyond, this volume draws together the threads of Rosser's earlier work on complexity theory and its wide applications in economics and an expanded list of related disciplines. The book begins with a full account of the broader categories of complexity in economics--dynamic, computational, hierarchical, and structural--before shifting to more detailed analysis. The next two chapters address problems associated with computational complexity, especially those of computability, and discuss the Godel Incompleteness Theorem with a focus on reflexivity. The middle chapters discuss the relationship between entropy, econophysics, evolution, and economic complexity, respectively, with applications in urban and regional dynamics, ecological economics, general equilibrium theory, as well as financial market dynamics. The final chapter works to bring together these themes into a broader framework and expose some of the limits concerning analysis of deeper foundational issues. With applications in all disciplines characterized by interconnected nonlinear adaptive systems, this book is appropriate for graduate students, professors and practitioners in economics and related disciplines such as regional science, mathematics, physics, biology, environmental sciences, philosophy, and psychology.
Routledge International Handbook Of Complexity Economics
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Author : Ping Chen
language : en
Publisher: Taylor & Francis
Release Date : 2024-11-29
Routledge International Handbook Of Complexity Economics written by Ping Chen and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Business & Economics categories.
The Routledge International Handbook of Complexity Economics covers the historical developments and early concerns of complexity theorists and brings them into engagement with the world today. In this volume, a distinguished group of international scholars explore the state of the art of complexity economics, and how it may deliver new and relevant insights to the challenges of the 21st century. Complexity science started in 1899 when Henri Poincaré described the three-body problem. The first approaches in economics emerged somewhat later, in the 1980s, driven by the Brussels-Austin school. Since then, complexity economics has gone through numerous developments: departing from linear simplifications, applying physical algorithms, to evolutionary economics and big data. This book covers the basic principles and methods, and offers an overview of the various domains—ranging from diverse fields of productivity studies, agricultural economics, to monetary economics—as well as the current challenges such as climate change, epidemics and economic inequality where complexity economics can provide insight. It closes with a review of complexity political economy and policy. Offering a vibrant alternative to orthodox economics, this handbook is a crucial resource for advanced students, researchers and economists across the disciplines of heterodox economics, economic theory and econophysics.
Handbook On Entropy Complexity And Spatial Dynamics
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Author : Reggiani, Aura
language : en
Publisher: Edward Elgar Publishing
Release Date : 2021-12-14
Handbook On Entropy Complexity And Spatial Dynamics written by Reggiani, Aura 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 2021-12-14 with Social Science categories.
This ground-breaking Handbook presents a state-of-the-art exploration of entropy, complexity and spatial dynamics from fundamental theoretical, empirical and methodological perspectives. It considers how foundational theories can contribute to new advances, including novel modeling and empirical insights at different sectoral, spatial and temporal scales.
Handbook On Institutions And Complexity
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Author : Eric Alston
language : en
Publisher: Edward Elgar Publishing
Release Date : 2025-05-14
Handbook On Institutions And Complexity written by Eric Alston 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 2025-05-14 with Political Science categories.
This innovative Handbook presents a comprehensive overview of the significance of complexity theory for understanding institutions. Eminent scholars cover the key tools and concepts of the field, including emergence, networks, ergodicity, and modularity, exploring their contributions to institutional formulation and evolution.
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.
Foundations Of Microeconomics
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Author : Himadri Deshpande
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Foundations Of Microeconomics written by Himadri Deshpande and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Business & Economics categories.
"Foundations of Microeconomics" is a comprehensive textbook designed to introduce readers to the foundational concepts, theories, and applications of microeconomic analysis. We cover a wide range of topics, starting with an introduction to microeconomics and its relevance in understanding individual economic decision-making. The book progresses to explore key concepts such as supply and demand, consumer behavior, production and costs, market structures like perfect competition, monopoly, and monopolistic competition, market failures, externalities, income distribution, inequality, international trade, and globalization. Each chapter provides a clear and accessible explanation using real-world examples, case studies, and practical applications. For instance, we delve into price elasticity, market equilibrium, and the effects of shifts in supply and demand. We explore utility theory, budget constraints, and consumer choice theory, demonstrating decision-making based on preferences and constraints. The book also covers advanced topics such as production functions, cost analysis, economies of scale, market power, and the role of government intervention. We discuss globalization's impact on economies, industries, and individuals, highlighting the benefits and challenges of international trade. Emphasizing critical thinking and analytical skills, each chapter includes review questions, exercises, and problem sets to reinforce learning and facilitate self-assessment. "Foundations of Microeconomics" equips students, educators, and anyone interested in economics with the knowledge and tools to analyze economic phenomena in today’s dynamic global economy.
Complexity Economics
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Author : Koenraad Verboven
language : en
Publisher: Springer Nature
Release Date : 2020-11-25
Complexity Economics written by Koenraad Verboven and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-25 with Business & Economics categories.
Economic archaeology and ancient economic history have boomed the past decades. The former thanks to greatly enhanced techniques to identify, collect, and interpret material remains as proxies for economic interactions and performance; the latter by embracing the frameworks of new institutional economics. Both disciplines, however, still have great difficulty talking with each other. There is no reliable method to convert ancient proxy-data into the economic indicators used in economic history. In turn, the shared cultural belief-systems underlying institutions and the symbolic ways in which these are reproduced remain invisible in the material record. This book explores ways to bring both disciplines closer together by building a theoretical and methodological framework to evaluate and integrate archaeological proxy-data in economic history research. Rather than the linear interpretations offered by neoclassical or neomalthusian models, we argue that complexity economics, based on system theory, offers a promising way forward.
Economic Foundations For Social Complexity Science
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Author : Yuji Aruka
language : en
Publisher: Springer
Release Date : 2017-09-25
Economic Foundations For Social Complexity Science written by Yuji Aruka and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-25 with Business & Economics categories.
This book focuses on how important massive information is and how sensitive outcomes are to information. In this century humans now are coming up against the massive utilization of information in various contexts. The advent of super intelligence is drastically accelerating the evolution of the socio-economic system. Our traditional analytic approach must therefore be radically reformed in order to adapt to an information-sensitive framework, which means giving up myopic purification and the elimination of all considerations of massive information. In this book, authors who have shared and exchanged their ideas over the last 20 years, offer thorough examinations of the theoretical–ontological basis of complex economic interaction, econophysics, and agent-based modeling during the last several decades. This book thus provides the indispensable philosophical-scientific foundations for this new approach, and then moves on to empirical–epistemological studies concerning changes in sentiments and other movements in financial markets.
Complexity Endogenous Money And Macroeconomic Theory
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Author : Mark Setterfield
language : en
Publisher: Edward Elgar Publishing
Release Date : 2006-01-01
Complexity Endogenous Money And Macroeconomic Theory written by Mark Setterfield 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 2006-01-01 with Business & Economics categories.
That the chapters in the volume cover such a wide range of important, often fundamental, topics is a proper tribute to Basil Moore s influence and contributions over his working life. From the foreword by G.C. Harcourt, Jesus College, Cambridge, UK During a distinguished career, Basil Moore has made numerous important contributions to macroeconomics and monetary economics, and is renowned as the progenitor of the horizontalist analysis of endogenous money. More recently, he has embraced complexity theory as part of an ongoing effort to understand macroeconomics as an evolving, path-dependent process. This book celebrates and explores Basil Moore s interests in and contributions to monetary and macroeconomic theory. Complexity, Endogenous Money and Macroeconomic Theory features original essays by internationally acclaimed and expert authors. It comprises a selection of papers on five distinct but interrelated themes: economic concepts, tools and methodology; complexity, uncertainty and path dependence; the macroeconomics of endogenous money; the macroeconomics of exogenous interest rates; and unemployment, inflation and the determination of aggregate income. These papers combine to provide a comprehensive methodological and theoretical discussion of the macroeconomics of a monetary production economy. The book will be of interest to professionals and research students in the fields of macroeconomics and monetary economics especially those with an interest in the Post Keynesian approach to analyzing these fields, including the wide audience that has been reached by the contributions of Basil Moore himself.