Nonlinearity, complexity and randomness in economics : towards algorithmic foundations for economics

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Bibliographic Information

Nonlinearity, complexity and randomness in economics : towards algorithmic foundations for economics

edited by Stefano Zambelli and Donald A.R. George

Wiley-Blackwell, 2012

  • : pbk

Available at  / 5 libraries

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Note

"Originally published as a special issue of the Journal of economic surveys (Volume 25, Issue 3)"--T.p. verso

Includes bibliographical references and index

Description and Table of Contents

Description

Nonlinearity, Complexity and Randomness in Economics presents a variety of papers by leading economists, scientists, and philosophers who focus on different aspects of nonlinearity, complexity and randomness, and their implications for economics. A theme of the book is that economics should be based on algorithmic, computable mathematical foundations. Features an interdisciplinary collection of papers by economists, scientists, and philosophers Presents new approaches to macroeconomic modelling, agent-based modelling, financial markets, and emergent complexity Reveals how economics today must be based on algorithmic, computable mathematical foundations

Table of Contents

Notes on Contributors vii 1. Introduction 1 Stefano Zambelli 2. Towards an Algorithmic Revolution in Economic Theory 7 K. Vela Velupillai 3. An Algorithmic Information-Theoretic Approach to the Behaviour of Financial Markets 37 Hector Zenil and Jean-Paul Delahaye 4. Complexity and Randomness in Mathematics: Philosophical Reflections on the Relevance for Economic Modelling 69 Sundar Sarukkai 5. Behavioural Complexity 85 Sami Al-Suwailem 6. Bounded Rationality and the Emergence of Simplicity Amidst Complexity 111 Cassey Lee 7. Emergent Complexity in Agent-Based Computational Economics 131 Shu-Heng Chen and Shu G.Wang 8. Non-Linear Dynamics, Complexity and Randomness: Algorithmic Foundations 151 K. Vela Velupillai 9. Stock-Flow Interactions, Disequilibrium Macroeconomics and the Role of Economic Policy 173 Toichiro Asada, Carl Chiarella, Peter Flaschel, Tarik Mouakil, Christian Proa~no andWilli Semmler 10. Equilibrium Versus Market Efficiency: Randomness versus Complexity in Finance Markets 203 Joseph L. McCauley 11. Flexible Accelerator Economic Systems as Coupled Oscillators 211 Stefano Zambelli 12. Shifting Sands: Non-Linearity, Complexity and Randomness in Economics 237 Donald A.R. George Index 241

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