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This handbook covers the historical developments and early concerns of complexity theorists and brings it into engagement with the world today. A vibrant alternative to orthodox economics, it is a crucial resource for scholars, researchers and economists in the disciplines of heterodox economics, economic theory, and econophysics.
This handbookcovers the historical developments and early concerns of complexity theorists and brings it into engagement with the world today. A vibrant alternative to orthodox economics, it is a crucial resource for scholars, researchers and economists in the disciplines of heterodox economics, economic theory, and econophysics.
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Ping Chen is Professor of Finance at the National School of Development, Peking University, Beijing, and a Research Fellow at the China Institute, Fudan University, Shanghai, China. Ping holds a PhD in Physics from the University of Texas at Austin, USA. Their research includes economic color chaos, birth-death process for financial markets, theory of metabolic growth and unified theory of complexity economics. Wolfram Elsner is Emeritus Professor of Economics at the University of Bremen, Germany, since 1995. He managed the Editor Forum for Social Economics from 2012 to 2018. Wolfram was President of the European Association for Evolutionary Political Economy (EAEPE) in 2012-2016 and Editor-in-Chief of the Review of Evolutionary Political Economy (REPE) since 2018. Andreas Pyka holds the chair for innovation economics at the University of Hohenheim. Currently, his research areas are knowledge-driven developments and transformation of economic systems with a particular emphasis on the knowledge-based bioeconomy and the transformation of economic systems towards sustainability.
Inhaltsangabe
The Complexity of Complexity Economics, Its History and Interdisciplinarity and Its Diverse Perspectives and Future: Introduction Ping Chen, Wolfram Elsner and Andreas Pyka PART I Basics and Methods in Complexity Economics I.1 Basics 1 Stairway to Complexity Mauro Gallegati and Alan Kirman 2 Aspects of Discrete and Continuous Complexity Theories K. Vela Velupillai 3 Knowledge Is Non fungible César A. Hidalgo 4 What Are Reflexive Economic Agents? Position adjustment, SLAM, and Self Organization John B. Davis 5 Complexity, Coevolution, and the Economy Pier Paolo Saviotti 6 Complexity Economics: History, Issues, and Methods Ping Chen I.2 Methods 7 Some Thoughts on Agent Based Modeling and the Role of Computation in Economics W. Brian Arthur 8 Economic Complexity in the Real World James K. Galbraith 9 Complexity Science in the Application of Big Data Economics Linyuan Lü, Shuqi Xu and Xu Na 10 Agent Based Modelling and Machine Learning: A New Paradigm for Complexity Economics and Sustainability Transitions? Kristina Bogner, Matthias Müller, Johannes Dahlke, Bernd Ebersberger and Thomas Berger 11 The Resilience of a Complex Network: Methods and Applications Roy Cerqueti, Matteo Cinelli, Giovanna Ferraro and Antonio Iovanella 12 Exploration of the Parameter Space in Macroeconomic Models Karl Naumann Woleske, Max Sina Knicker, Michael Benzaquen and Jean Philippe Bouchaud 13 Stock Flow Consistent Macroeconomic Dynamics in Continuous Time Gaël Giraud and Paul Valcke PART II Domains and Major Challenges II.1 Domains 14.1 Monetary Economics from Econophysics Perspective Victor M. Yakovenko 14.2 Statistical Physics Perspective on Economic Inequality Victor M. Yakovenko 15 Price Theory in a Complex and Evolving Economy Harry Bloch and Stan Metcalfe 16 Complexity and Productivity: The Task Approach Roger A. McCain 17 From Economic Chaos to Viable Markets: The Biophysics Foundation of Smith's Theory on the Division of Labor and Schumpeter's Wave Theory of Business Cycles Ping Chen 18 The Evolution of Innovation Petra Ahrweiler 19 Agriculture as a Social Ecological System Thomas Berger 20 Network Complexity and Financial Behavior: Volume Distribution over Price in Financial Market Bing Hong Wang and Leilei Shi 21 Trading Psychology and Market Resilience: From Brownian Motion to Birth-Death Process in Financial Dynamics Y.N. Tang 22 Complex World Money: A Different Sign System of Global Social Value Waits at the Doors Hardy Hanappi 23 The European Union as a Complex System in Times of Crisis Éva Kuruczleki, Anita Pelle and Marcell Zoltán Végh II.2 New Challenges 24 Socio Economic Implications of the Digital Revolution Dirk Helbing and Carina I. Hausladen 25 Agent Based Macroeconomics of Climate and Digital Transformations Marcello Nieddu, Marco Raberto and Silvano Cincotti 26 Economic Impacts of Natural Hazards and Complexity Science: A Critical Review Matteo Coronese and Davide Luzzati 27 Climate Change from the Perspective of Complexity Economics Michael W.M. Roos 28 Epidemics in Modern Economies Torsten Heinrich 29 A Biophysical Approach to Production Theory Jing Chen and James K. Galbraith 30 Digital Foundations of Evolvable Genomic Intelligence and Human Proteanism: Complexity with Novelty Production beyond Bounded Rationality Sheri M. Markose 31 Economic Complexity and Inequality at the National and Regional Levels Dominik Hartmann and Flávio L. Pinheiro PART III Political Economy and Complexity Policy III.1 Complexity Political Economy 32 An Agenda for Complex Systems Research in Political Economy Hilton L. Root 33 Planetary Scale Computation, Political Economic Complexity and Hegemony Manuel Scholz Wackerle 34 Potential for Mutual Enrichment? Confronting Marxian Economics and Complexity Economics Frank Beckenbach III.2 Complexity Policy 35 Using DatäDriven Systems Mapping to Contextualise Complexity Economics Insights Fernanda Senra de Moura and Pete Barbrook Johnson 36 The Knowledge Complexity of the European Metropolitan Areas: Selecting and Clustering Their Hidden Features Carlo Bottai and Martina Iori 37 A Complexity View on the Future of Work: Metämodelling Exploration of the Multi sector K+S Agent Based Model Giovanni Dosi, Marcelo C. Pereira, Andrea Roventini and Maria Enrica Virgillito
The Complexity of Complexity Economics, Its History and Interdisciplinarity and Its Diverse Perspectives and Future: Introduction Ping Chen, Wolfram Elsner and Andreas Pyka PART I Basics and Methods in Complexity Economics I.1 Basics 1 Stairway to Complexity Mauro Gallegati and Alan Kirman 2 Aspects of Discrete and Continuous Complexity Theories K. Vela Velupillai 3 Knowledge Is Non fungible César A. Hidalgo 4 What Are Reflexive Economic Agents? Position adjustment, SLAM, and Self Organization John B. Davis 5 Complexity, Coevolution, and the Economy Pier Paolo Saviotti 6 Complexity Economics: History, Issues, and Methods Ping Chen I.2 Methods 7 Some Thoughts on Agent Based Modeling and the Role of Computation in Economics W. Brian Arthur 8 Economic Complexity in the Real World James K. Galbraith 9 Complexity Science in the Application of Big Data Economics Linyuan Lü, Shuqi Xu and Xu Na 10 Agent Based Modelling and Machine Learning: A New Paradigm for Complexity Economics and Sustainability Transitions? Kristina Bogner, Matthias Müller, Johannes Dahlke, Bernd Ebersberger and Thomas Berger 11 The Resilience of a Complex Network: Methods and Applications Roy Cerqueti, Matteo Cinelli, Giovanna Ferraro and Antonio Iovanella 12 Exploration of the Parameter Space in Macroeconomic Models Karl Naumann Woleske, Max Sina Knicker, Michael Benzaquen and Jean Philippe Bouchaud 13 Stock Flow Consistent Macroeconomic Dynamics in Continuous Time Gaël Giraud and Paul Valcke PART II Domains and Major Challenges II.1 Domains 14.1 Monetary Economics from Econophysics Perspective Victor M. Yakovenko 14.2 Statistical Physics Perspective on Economic Inequality Victor M. Yakovenko 15 Price Theory in a Complex and Evolving Economy Harry Bloch and Stan Metcalfe 16 Complexity and Productivity: The Task Approach Roger A. McCain 17 From Economic Chaos to Viable Markets: The Biophysics Foundation of Smith's Theory on the Division of Labor and Schumpeter's Wave Theory of Business Cycles Ping Chen 18 The Evolution of Innovation Petra Ahrweiler 19 Agriculture as a Social Ecological System Thomas Berger 20 Network Complexity and Financial Behavior: Volume Distribution over Price in Financial Market Bing Hong Wang and Leilei Shi 21 Trading Psychology and Market Resilience: From Brownian Motion to Birth-Death Process in Financial Dynamics Y.N. Tang 22 Complex World Money: A Different Sign System of Global Social Value Waits at the Doors Hardy Hanappi 23 The European Union as a Complex System in Times of Crisis Éva Kuruczleki, Anita Pelle and Marcell Zoltán Végh II.2 New Challenges 24 Socio Economic Implications of the Digital Revolution Dirk Helbing and Carina I. Hausladen 25 Agent Based Macroeconomics of Climate and Digital Transformations Marcello Nieddu, Marco Raberto and Silvano Cincotti 26 Economic Impacts of Natural Hazards and Complexity Science: A Critical Review Matteo Coronese and Davide Luzzati 27 Climate Change from the Perspective of Complexity Economics Michael W.M. Roos 28 Epidemics in Modern Economies Torsten Heinrich 29 A Biophysical Approach to Production Theory Jing Chen and James K. Galbraith 30 Digital Foundations of Evolvable Genomic Intelligence and Human Proteanism: Complexity with Novelty Production beyond Bounded Rationality Sheri M. Markose 31 Economic Complexity and Inequality at the National and Regional Levels Dominik Hartmann and Flávio L. Pinheiro PART III Political Economy and Complexity Policy III.1 Complexity Political Economy 32 An Agenda for Complex Systems Research in Political Economy Hilton L. Root 33 Planetary Scale Computation, Political Economic Complexity and Hegemony Manuel Scholz Wackerle 34 Potential for Mutual Enrichment? Confronting Marxian Economics and Complexity Economics Frank Beckenbach III.2 Complexity Policy 35 Using DatäDriven Systems Mapping to Contextualise Complexity Economics Insights Fernanda Senra de Moura and Pete Barbrook Johnson 36 The Knowledge Complexity of the European Metropolitan Areas: Selecting and Clustering Their Hidden Features Carlo Bottai and Martina Iori 37 A Complexity View on the Future of Work: Metämodelling Exploration of the Multi sector K+S Agent Based Model Giovanni Dosi, Marcelo C. Pereira, Andrea Roventini and Maria Enrica Virgillito
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