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Complexity in Economics

Published online by Cambridge University Press:  02 December 2024

Giacomo Gallegati
Affiliation:
Università degli Studi di Torino, Collegio Carlo Alberto, Torino, andUniversité Paris 1 Panthéon-Sorbonne, Paris
Mauro Gallegati
Affiliation:
Università Politecnica delle Marche, Ancona
Simone Landini
Affiliation:
IRES Piemonte, Torino

Summary

Neoclassical economics is heavily based on a formalistic method, primarily centred on mathematical deduction. Consequently, mainstream economists became overfocused on describing the states of an economy rather than understanding the processes driving these states. However, many phenomena arise from the intricate interactions among diverse elements, eluding explanation solely through micro-level rules. Such systems, characterised by emergent properties arising from interactions, are defined as complex. This Element delves into the complexity approach, portraying the economy as an evolving system undergoing structural changes over time.
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Online ISBN: 9781009547765
Publisher: Cambridge University Press
Print publication: 02 January 2025

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References

Ackerman, F., (2002), Still Dead After all These Years: Interpreting the Failure of General Equilibrium Theory, Journal of Economic Methodology, 9(2): 119139.CrossRefGoogle Scholar
Akerlof, G. A., (2020), Sins of Omission and the Practice of Economics, Journal of Economic Literature, 58(2): 405418.CrossRefGoogle Scholar
Alexander, S. (1920), Space, Time and Deity, The Humanity Press.Google Scholar
Anderson, P. W., (1972), More is Different, Science, 177(4047): 393396.CrossRefGoogle ScholarPubMed
Angrist, J., and Pischke, J.-S., (2017), Undergraduate Econometrics Instruction: Through Our Classes, Darkly, Journal of Economic Perspectives, 31(2): 125144.CrossRefGoogle Scholar
Antonelli, C., (2011), Handbook on the Economic Complexity of Technological Change, Edward Elgar.CrossRefGoogle Scholar
Antonelli, C., and Ferraris, G., (2017), The Creative Response and the Endogenous Dynamics of Pecuniary Knowledge Externalities: An Agent Based Simulation Model, Department of Economics and Statistics Cognetti de Martiis. Working Papers, N. 201717, University of Turin, Italy.Google Scholar
Aoki, M., and Yoshikawa, H., (2006), Reconstructing Macroeconomics: A Perspective from Statistical Physics and Combinatorial Stochastic Processes, Cambridge University Press.CrossRefGoogle Scholar
Arrow, K., (1994), Methodological Individualism and Social Knowledge, The American Economic Review, 84(2): 19.Google Scholar
Arrow, K. J., and Debreu, G., (1954), Existence of an Equilibrium for a Competitive Economy, Econometrica, 22(3): 265290.CrossRefGoogle Scholar
Arrow, K. J. and Hahn, F. H., (1971), General Competitive Analysis, Holden-Day, Inc.Google Scholar
Arthur, W. B., (1989), Competing Technologies, Increasing Returns, and Lock-in by Historical Events, Economic Journal, 99(394): 116131.CrossRefGoogle Scholar
Arthur, W. B., (1999), Complexity and the Economy, Oxford University Press.Google ScholarPubMed
Arthur, W. B., (2013), Increasing Returns and Path Dependence in the Economy, Michigan.Google Scholar
Arthur, W. B., (2021), Foundations of Complexity Economics, Nature Reviews Physics, 3: 136145.CrossRefGoogle ScholarPubMed
Arthur, W. B., Durlauf, S. N., and Lane, D. A., (1997), The Economy as an Evolving Complex System, Addison-Wesley.Google Scholar
Ashby, W. R., (1947), Principles of the Self-Organizing Dynamic System, Journal of General Psychology, 37(2): 125128.CrossRefGoogle ScholarPubMed
Axtell, R., (2001), Zipf Distribution of US Firm Sizes, Science, 293(5536): 18181820.CrossRefGoogle ScholarPubMed
Axtell, R., Kirman, A. P., Couzin, I. D., Fricke, D., Hens, T., Hochberg, M. E., Mayfiled, J. E., Schuster, P., and Sethi, T., (2016), Challenges of Integrating Complexity and Evolution into Economics, in Wilson, D. S., and Kirman, A. P., (eds), Complexity and Evolution: Toward a New Synthesis for Economics, Strüngmann Forum Reports, vol. 19, pp. 6582.Google Scholar
Bak, P., Chen, K., Scheinkman, J. A., and Woodford, M., (1993), Aggregate Fluctuations from Independent Sectoral Shocks: Self-Organized Criticality in a Model of Production and Inventory Dynamics, Ricerche Economiche, 47(1): 330.CrossRefGoogle Scholar
Bak, P., Paczuski, M., and Shubik, M., (1996), Price Variations in a Stock Market with Many Agents, Physica A: Statistical Mechanics and its Applications, 246(3–4): 430453.CrossRefGoogle Scholar
Bak, P., Tang, C., and Wiesenfeld, K., (1987), Self-Organized Criticality: An Explanation of 1/ƒ Noise. Physical Review Letters, 59(4): 381384.CrossRefGoogle ScholarPubMed
Bargigli, L., (2017), Econometric Methods or Agent-Based Model, in Gallegati, M., Palestrini, A., and Russo, A., et al., (eds.), Introduction to Agent-Based Economics, Academic Press.Google Scholar
Bargigli, L., di Iasio, G., Infante, L., Lillo, F., and Pierobon, F., (2013), The Multiplex Structure of Interbank Networks, SSRN (November 11). https://ssrn.com/abstract=2352787; http://dx.doi.org/10.2139/ssrn.2352787.CrossRefGoogle Scholar
Barone, E., (1908), Il Ministro della Produzione nello Stato Collettivista, Giornale degli Economisti, Sept./Oct., 2, pp. 267–293, 392–414. Translated as ‘The Ministry of Production in the Collectivist State’, in von Hayek, F., ed. (1935), Collectivist Economic Planning, pp. 245–290; reprinted in R. Marchionatti, ed., (2004), Early Mathematical Economics, 1871–1915: The Establishment of the Mathematical Method in Economics, v. IV, Taylor & Francis, pp. 227263.Google Scholar
Battiston, S., Delli Gatti, D., Gallegati, M., Greenwald, B. C. N., and Stiglitz, J. E., (2007), Credit Chains and Bankruptcy Propagation in Production Networks, Journal of Economic Dynamics and Control, 31(6): 20612084.CrossRefGoogle Scholar
Bedau, M. A., (1997), Weak Emergence, Philosophical Perspectives, 11: 375399.Google Scholar
Beinhocker, E., (2006), The Origin of Wealth: Evolution, Complexity, and the Radical Remaking of Economics, Penguin Random House.Google Scholar
Benes, J., Kumhof, M., and Laxton, D., (2014), Financial Crises in DSGE Models: A Prototype Model. IMF Working Paper, WP14/57.CrossRefGoogle Scholar
Benhabib, J., and Day, R. H., (1981), Rational Choice and Erratic Behaviour, The Review of Economic Studies, 48(3): 459471.CrossRefGoogle Scholar
Bischi, G. I., (2012), Modelli Dinamici per le Scienze Sociali, in Fano, V., Giannetto, E., Giannini, G., and Graziani, P. (eds.), Complessità e Riduzionismo, INSOMNIA Epistemologica, pp. 721.Google Scholar
Bischi, G. I., Dawid, H., Dieci, R., and Matsumoto, A. (2017), Introduction to the special issue ‘Nonlinear Economic Dynamics’. Journal of Evolutionary Economics, 27(5): 825830.CrossRefGoogle Scholar
Blaug, M., (2003), The Formalist Revolution of the 1950s, Journal of History and Economic Thought, 25(2): 145156.CrossRefGoogle Scholar
Bloch, H., and Metcalfe, S. (2011), Complexity in the Theory of the Developing Firm, in Antonelli, C., ed., Handbook on the Economic Complexity of Technological Change, Edward Elgar.Google Scholar
Blume, L., and Durlauf, S., (2000), The Interactions-Based Approach to Socioeconomic Behavior, Wisconsin Madison: Social Systems, Working papers Nr. 1.CrossRefGoogle Scholar
Boldrin, M., and Montrucchio, L., (1986), On the Indeterminacy of Capital Accumulation Paths, Journal of Economic Theory, 40(2): 2639.CrossRefGoogle Scholar
Bookstaber, R., and Kirman, A. P., (2018), Modeling a Heterogeneous World, in Hommes, C., and LeBaron, J., (eds.), Handbook of Computational Economics, Vol. 4, pp. 769795, Elsevier.Google Scholar
Brady, M. E., (2018), Given B. De Finetti’s Conclusion that ‘Probability (Objective) Does not Exist’, Then Rational Expectations Does Not Exist Either, SSRN, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3282452.Google Scholar
Brinley, T., (1991), Alfred Marshall on Economic Biology, Review of Political Economy, 3(1): 114.Google Scholar
Brunk, G. G., (2001), Self-Organized Criticality: A New Theory of Political Behaviour and Some of Its Implications, British Journal of Political Science, 31(2): 427445.CrossRefGoogle Scholar
Buchanan, M., (2007), The Social Atom: Why the Rich Get Richer; Cheaters Get Caught, and Your Neighbor Usually Looks Like You, Bloomsbury.Google Scholar
Buiter, Willem H., (2009), The Unfortunate Uselessness of Most ‘State of the Art’ Academic Monetary Economics (March 6). VoxEU, Research-based policy analysis and commentary from leading economists. https://ssrn.com/abstract=2492949.Google Scholar
Caldarelli, G., Battiston, S., Garlaschelli, D., and Catanzaro, M., (2004), Emergence of Complexity in Financial Networks, in Ben-Naim, E., Frauenfelder, H., and Toroczkai, Z. (eds.), Complex Networks. Lecture Notes in Physics, vol 650. Springer, pp. 399423.CrossRefGoogle Scholar
Cariani, P., (1991), Emergence and Artificial Life, in Langton, C. G, Taylor, C., Farmer, J. D., and Rasmussen, S., (eds.), Artificial Life II, Addison-Wesley, pp. 775–796.Google Scholar
Cass, D., (1965), Optimum Growth in an Aggregative Model of Capital Accumulation, Review of Economic Studies, 32(3): 233240.CrossRefGoogle Scholar
Castañeda, G., (2021), The Paradigm of Social Complexity. Vol. I: An Alternative Way of Understanding Societies and their Economies, Centro de Estudios Espinosa Yglesias.Google Scholar
Castañeda, G., (2022), The Paradigm of Social Complexity. Vol. II: Computational Models, Validation, and Applications, Centro de Estudios Espinosa Yglesias.Google Scholar
Casti, J. L., (1997), Would-Be Worlds: How Simulation is Changing the Frontiers of Science, Wiley.Google Scholar
Cobb, C. W., and Douglas, P. H., (1928), A Theory of Production, American Economic Review, 18(1): 139165.Google Scholar
Colasante, A., (2017), Experimental Economics for ABM Validation, in Gallegati, M, Palestrini, A., and Russo, A., et al., (eds.), Introduction to Agent-Based Economics, Academic Press, pp. 143162.CrossRefGoogle Scholar
Cont, R., (2001), Empirical Properties of Asset Returns Stylized Facts and Statistical Issues, Quantitative Finance, 1: 223236.CrossRefGoogle Scholar
Crick, F., (1994), The Astonishing Hypothesis, Simon and SchusterGoogle Scholar
Crow, J. F., (1955), General Theory of Population Genetics: Synthesis. Cold Spring Harbor Quantitative Symposium on Biology 20, 5459.Google Scholar
Damper, R. I., (2000), Editorial for the Special Issue on ‘Emergent Properties of Complex Systems’: Emergence and Levels of Abstractions, International Journal of Systems Science, 31(7):811818.CrossRefGoogle Scholar
David, P. A., (2000), Path Dependence, its Critics and the Quest for ‘Historical Economics’, in Garrouste, P., and Ioannides., S., (eds.), Evolution and Path Dependence in Economic Ideas: Past and Present, Edward Elgar Publishing, chapter 2.Google Scholar
Delli, Gatti D., Gaffeo, E., and Gallegati, M., (2010), Complex Agent-Based Macroeconomics: A Manifesto for a New Paradigm, Journal of Economic Interaction and Coordination, 5(2): 111135.Google Scholar
De Finetti, B., (1931), Sul significato soggettivo della probabilità, Fundamenta Mathematicae, Warszawa, T. XVII: 298329.Google Scholar
De Vroey, M., (2015), A History of Macroeconomics from Keynes to Lucas and Beyond, Cambridge University Press.Google Scholar
Debreu, G., (1959), Theory of Value: An Axiomatic Analysis of Economic Equilibrium, Cowles Foundation for Research in Economics at Yale.Google Scholar
Debreu, G., (1974), Excess Demand Functions, Journal of Mathematical Economics, 1(1): 1521.CrossRefGoogle Scholar
Delli Gatti, D., Gaffeo, E., Gallegati, M., Giulioni, G., Kirman, A., Palestrini, A., and Russo, A., (2007), Complex Dynamics and Empirical Evidence, Information Sciences, 177 (5): 12041221.CrossRefGoogle Scholar
Delli Gatti, D., Gaffeo, E., Gallegati, M., Giulioni, G., and Palestrini, A., (2008), Emergent Macroeconomics: An Agent-Based Approach to Business Fluctuations, Springer.Google Scholar
Delli Gatti, D., Gallegati, M., Greenwald, B. N. C., Russo, A. and Stiglitz, J. E., (2009), Business Fluctuations and Bankruptcy Avalanches in an Evolving Network Economy, Journal of Economic Interaction and Coordination, 4: 195212.CrossRefGoogle Scholar
Delli Gatti, D., Gallegati, M., and Minsky, H. P., (1994), Financial Institutions, Economic Policy, and the Dynamic Behavior of the Economy, Working Paper n. 126, Levy Economics Institute of Barde College.Google Scholar
Di Guilmi, C., Landini, S., and Gallegati, M., (2017), Interactive Macroeconomics: Stochastic Aggregate Dynamics with Heterogeneous and Interacting Agents, Cambridge University Press.Google Scholar
Dosi, G., (1982), Technological Paradigms and Technological Trajectories: A Suggested Interpretation of the Determinants and Directions of Technical Change, Research Policy, 11(3): 147162.CrossRefGoogle Scholar
Dosi, G., (2023), The Foundations of Complex Evolving Economies, vol. I, Oxford University Press.CrossRefGoogle Scholar
Duhem, P., (1954), The Aim and Structure of Physical Theory, Princeton University Press.CrossRefGoogle Scholar
Edgeworth, F. Y., (1881), Mathematical Psychics: An Essay on the Application of Mathematics to the Moral Sciences, C. Kegan Paul and Co.Google Scholar
Farmer, J. D., Geanakoplos, J., (2008), The Virtues and Vices of Equilibrium and the Future of Financial Economics, Complexity, 14(8): 1138.CrossRefGoogle Scholar
Felipe, J., and Fisher, F., (2003), Aggregate Production Function: What Applied Economists Should Know, Metroeconomica, 54(2–3): 208262.CrossRefGoogle Scholar
Feller, W., (1957), An Introduction to Probability Theory and its Applications (2nd ed.), John Wiley.Google Scholar
Feynmann, R. P., (2002), Il piacere di scoprire, Adelphi, Milano Giberti G. transl.– Carl Feynman and Michelle Feynman (1999) The Pleasure of Finding Things Out, Perseus Book, US.Google Scholar
Fischer, M. M., and Fröhlich, J., (eds.), (2001), Knowledge, Complexity and Innovation Systems, Springer-Verlag.CrossRefGoogle Scholar
Fisher, F. M., (2013), The Stability of General Equilibrium: What do we Know and Why is it Important?, in Bridel, P., (ed.), General Equilibrium Analysis: A Century After Walras, Routledge.Google Scholar
Fitoussi, J. P., (2013), Le Théorème du Lampadaire, Les Liens qui Libèrent.Google Scholar
Foley, D. K., (1994), A Statistical Equilibrium Theory of Markets. Journal of Economic Theory, 62(2): 321345.CrossRefGoogle Scholar
Foley, D. K., (1996), Statistical Equilibrium in a Simple Labor Market, Metroeconomica, 47(2): 125147.CrossRefGoogle Scholar
Foley, D. K., (2003), ‘Statistical Equilibrium in Economics: Method, Interpretation, and an Example’, in General Equilibrium: Problems and Prospects, Hahn, F., and Petri, F., (eds.). Routledge Siena Studies in Political Economy. Taylor & Francis, chapter 4.Google Scholar
Forni, M., and Lippi, M., (1997), Aggregation and the Microfoundations of Dynamic Macroeconomics, Clarendon Press.CrossRefGoogle Scholar
Foster, J., and Metcalfe, S., (2009), Evolution and Economic Complexity: An Overview, Economics of Innovation and New Technology, 18(7): 607610.CrossRefGoogle Scholar
Fraenken, K., (2006), Innovation, Evolution and Complexity Theory, Edward Elgar.CrossRefGoogle Scholar
Friedman, M., (1969), Optimum Quantity of Money, Aldine Publishing Company.Google Scholar
Gabaix, X., (2009), Power Laws in Economics and Finance, Annual Review of Economics, 1: 255294.CrossRefGoogle Scholar
Gallavotti, G., (2016), Ergodicity: a Historical Perspective: Equilibrium and Nonequilibrium. The European Physical Journal H, 41(3): 181259.CrossRefGoogle Scholar
Gallegati, M., (1994), Composition Effect and Economic Fluctuations, Economic Letters, 44(1–2): 123126.CrossRefGoogle Scholar
Gallegati, M., Landini, S., and Gallegati, G. (2024), Agent-Based Modelling: A Tool for Complexity, Cambridge Elements in Complexity and Agent-based Economics, Cambridge University Press.Google Scholar
Gallegati, M., Palestrini, A., and Russo, A., (2017), Introduction to Agent-Based Economics, Academic Press.Google Scholar
Garegnani, P., (1970), Heterogeneous Capital, the Production Function and the Theory of Distribution, The Review of Economic Studies, 37(3): 407436.CrossRefGoogle Scholar
Gell-Mann, M., (1994), The Quark and the Jaguar, Adventures in the Simple and the Complex, Little, Brown and Company.CrossRefGoogle Scholar
Georgescu-Roegen, N., (1970), The Entropy Law and the Economic Problem, Conference held on December 3rd 1970, Department of Economics, The Graduate School of Business and Office for International Programs, University of Alabama; Published in The Ecologist, 2, (7), 1318, 1972.Google Scholar
Georgescu-Roegen, N., (1971), The Entropy Law and the Economic Process, Harvard University Press.CrossRefGoogle Scholar
Gintis, H., (2006), The Dynamics of General Equilibrium, The Economic Journal, 117(523): 12801309.CrossRefGoogle Scholar
Grandmont, J. M., (1985), On Endogenous Competitive Business Cycles, Econometrica, 53(5): 9951045.CrossRefGoogle Scholar
Greenwald, B. C., and Stiglitz, J. E., (1986), Externalities in Economies with Imperfect Information and Incomplete Markets, The Quarterly Journal of Economics, 101(2): 229264.CrossRefGoogle Scholar
Griliches, Z., (1979), Issues in Assessing the Contribution of Research and Development to Productivity Growth, Bell Journal of Economics, The RAND Corporation, vol. 10(1), pp. 92116.CrossRefGoogle Scholar
Grossman, S. J., and Stiglitz, J. E., (1980), On the Impossibility of Informationally Efficient Markets, The American Economic Review, 70(3): 393408.Google Scholar
Hahn, F., (2002), The Dichotomy Once Again, The European Journal of the History of Economic Thought, 9(2): 260267.CrossRefGoogle Scholar
Hahn, F. H., (1965), ‘On Some Problems of Proving the Existence of an Equilibrium in a Monetary Economy’, in Hahn, F. H., and Brechling, F. P. R., (eds.). Theory of Interest Rates. Macmillan, pp. 297306.Google Scholar
Hahn, F. H., (1982), Reflections on the Invisible Hand, Warwick Economic Research Papers, n. 196.Google Scholar
Hall, R. E., (1976), Notes on the Current State of Empirical Macroeconomics, paper presented at the Workshop of Empirical Macroeconomics, Stanford.Google Scholar
Hamilton, W. D., (1964), The Genetical Evolution of Social Behavior, Journal of Theoretical Biology 7: 152.CrossRefGoogle Scholar
Harcourt, R. F., (1972), Some Cambridge Controversies in the Theory of Capital, Cambridge University Press.CrossRefGoogle Scholar
Hartley, J. E., (1997), The Representative Agent in Macroeconomics, Routledge.CrossRefGoogle Scholar
Hildenbrand, W., (1994), Market Demand: Theory and Empirical Evidence, Princeton University Press.CrossRefGoogle Scholar
Hodgson, G. M., (1993), The Mecca of Alfred Marshall, The Economic Journal, 103(417): 406415.CrossRefGoogle Scholar
Hoffman, H., and Payton, D. W., (2018), Optimization by Self-Organized Criticality, Scientific Reports, 8, 2358.CrossRefGoogle Scholar
Holland, J. H., (1990), Emergent Models, in Scott, A. (ed.), (1998), Emergence: From Chaos to Order, Addison-Wesley.Google Scholar
Holling, C. S. (2001), Understanding the Complexity of Economic, Ecological, and Social Systems, Ecosystems, 4(5): 390405.CrossRefGoogle Scholar
Hommes, C., (2013), Behavioral Rationality and Heterogeneous Expectations in Complex Economic Systems, Cambridge University Press.CrossRefGoogle Scholar
Ingrao, B. and Israel, G., (1991), The Invisible Hand, Economic Equilibrium in the History of Science, MIT Press.Google Scholar
Israel, G. (2005), The Science of Complexity: Epistemological Problems and Perspectives, Science in Context, 18: 131.CrossRefGoogle Scholar
Jakab, Z., and Kumhof, M., (2015), Banks are not Intermediaries of Loanable Funds – and Why this Matters, Bank of England, working paper 529.CrossRefGoogle Scholar
Johnson, C. W., (2006), What are Emergent Properties and How Do They Affect the Engineering of Complex Systems? Reliability Engineering & System Safety, 91.CrossRefGoogle Scholar
Kardar, M., (2007), Statistical Physics of Particles, Cambridge University Press.CrossRefGoogle Scholar
Katz, J. S., (2016), What Is a Complex Innovation System?, Plos One,11(6); https://europepmc.org/article/med/27258040.CrossRefGoogle ScholarPubMed
Keynes, J. M., (1921), Treatise on Probability, Macmillan & Co.Google Scholar
Keynes, J. M., (1936), The General Theory of Employment, Interest and Money, Macmillan.Google Scholar
Keynes, J. M., (1973), The Collected Writings of J. M. Keynes, vol. XIV, The General Theory and After. Part II. Defence and Development, Macmillan for the Royal Economic Society.Google Scholar
Kinchin, A. I., (1948), Mathematical Foundations of Statistical Mechanics, Dover Publications, Inc.Google Scholar
Kirman, A. P., (1989), The Intrinsic Limits of Modern Economic Theory: The Emperor has No Clothes, The Economic Journal, 99(395): 126139.CrossRefGoogle Scholar
Kirman, A. P., (1992), Whom or What Does the Representative Individual Represents?, Journal of Economic Perspectives, 6(2): 117136.CrossRefGoogle Scholar
Kirman, A. P., (2010) The Economic Crisis is a Crisis for Economic Theory, CESifo Economic Studies, 56(4): 498535.CrossRefGoogle Scholar
Knight, F. H., (1921), Risk, Uncertainty and Profit, Houghton Mifflin Company.Google Scholar
Koopmans, T. C., (1965), On the Concept of Optimal Economic Growth, in Johansen, J., (ed.), The Econometric Approach to Development Planning, North Holland.Google Scholar
Kubo, R., Toda, M., and Hashitsume, N., (1985), Statistical Physics II: Nonequilibrium Statistical Mechanics, Springer-Verlag.CrossRefGoogle Scholar
Kydland, F. E., and Prescott, E. C., (1982), Time to Build and Aggregate Fluctuations, Econometrica, 50(6): 13451370.CrossRefGoogle Scholar
Ladyman, J., Lambert, J., Wiesner, K., (2012), What is a Complex System? European Journal for Philosophy of Science, 3(1): 3367.CrossRefGoogle Scholar
Landau, L. D., and Lifshitz, E. M., (1980), Statistical Physics, Volume 5, Part I, Elsevier.Google Scholar
Landini, S., Gallegati, M., and Rosser, J. B. Jr, (2020), Consistency and Incompleteness in General Equilibrium Theory, Journal of Evolutionary Economics, 30(1): 205230.CrossRefGoogle Scholar
Laplace, P. S., (2007) [1902]. A Philosophical Essay on Probabilities. Translated by Truscott F. W. and Emory F. L., from the French 6th ed. (1840).Google Scholar
Lavoie, D., (1989), Economic Chaos or Spontaneous Order? Implications for Political Economy of the New View of Science, Cato Journal, 8: 613635.Google Scholar
Lavoie, M., (2004), L’Économie postkeynésienne, La Découverte; English ed.: Introduction to Post-Keynesian Economics, Palgrave Macmillan (2006).Google Scholar
Lucas, R. E. r, (1972), Expectations and the Neutrality of Money, Journal of Economic Theory, 4(2): 103124.CrossRefGoogle Scholar
Lucas, R. E. Jr, (1976), Econometric Policy Evaluation: A Critique, Carnegie-Rochester Conference Series on Public Policy, Elsevier, 1(1): 1946.Google Scholar
Lucas, R. E. Jr, (2003), Macroeconomic Priorities, American Economic Review, 93(1): 114.CrossRefGoogle Scholar
Lucas, R. E. Jr, (1980), Methods and Problems in Business Cycle Theory, Journal of Money, Credit, and Banking, 14(4): 696715.CrossRefGoogle Scholar
Lucas, R. E. Jr, and Sargent, T. J., (1977), Rational Expectations and Econometric Practice, University of Minnesota Press.Google Scholar
Lunghini, G., (1991), Capitale, in Enciclopedia delle Scienze Sociali, Treccani. www.treccani.it/enciclopedia/capitale_%28Enciclopedia-delle-scienze-sociali%29/.Google Scholar
Majorana, E., and Mantegna, R. N. (2006), The value of statistical laws in physics and social sciences, in Bassani, G. F., (ed.), Ettore Majorana Scientific Papers. Springer.Google Scholar
Mantel, R. R., (1974), On the Characterization of Aggregate Excess Demand, Journal of Economic Theory, 7(3): 348353.Google Scholar
Marshall, A., (1881), Review of F. Y. Edgeworth’s Mathematical Psychics, The Academy, p. 457.Google Scholar
Marshall, A., (1890), Principles of Economics. 1 (1st ed.), Macmillan.Google Scholar
Mas-Colell, A., Whinston, M. D., and Green, J. R., (1995), Microeconomic Theory, Oxford University Press.Google Scholar
Massey, G. J., (2011), Quine and Duhem on Holistic Hypothesis Testing, American Philosophical Quarterly, 48(3): 239266.Google Scholar
Mikulecky, D. C. (2001), The Emergence of Complexity: Science Coming of Age or Science Growing Old?, Computers and Chemistry, 25(4): 341348.CrossRefGoogle ScholarPubMed
Mill, J. S., (1843), System of Logic (8th Ed. 1872), Longmans, Green, Reader and Dyer.Google Scholar
Miller, J. H, and Page, S. E., (2007), Complex Adaptive Systems: An Introduction to Computational Models of Social Life, Princeton Studies in Complexity, Princeton University Press.Google Scholar
Mirowski, P., (1989), More Heat Than Light, Cambridge University Press.CrossRefGoogle Scholar
Morgenstern, O., (1972), Thirteen Critical Points in Contemporary Economic Theory: An Interpretation, Journal of Economic Literature, 10(4): 315335.Google Scholar
Morishima, M., (1984), The Good and Bad Uses of Mathematics, in Wiles, P. and North, G., (eds.), Economics in Disarray. Basil Blackwell, pp. 5173.Google Scholar
Muth, J. F., (1961), Rational Expectations and the Theory of Price Movements, Econometrica, 29(3): 315335.CrossRefGoogle Scholar
Nash, J. F. Jr, (1950), Equilibrium Points in n-Person Games, Proceedings of the National Academy of Science, USA, 36, pp. 4849.CrossRefGoogle ScholarPubMed
Nicolis, G., and Nicolis, C., (2007), Foundations of Complex Systems. Nonlinear Dynamics, Statistical Physics, Information and Prediction, World Scientific.CrossRefGoogle Scholar
Nicolis, G., and Prigogine, I., (1977), Self-Organization in Non-Equilibrium Systems: From Dissipative Structures to Order through Fluctuations, Wiley.Google Scholar
O’Connor, T., (1994), Emergent Properties, American Philosophical Quarterly, 31(2): 91104.Google Scholar
O’Connor, T., (2021), Emergent Properties, Stanford Encyclopaedia of Philosophy; https://plato.stanford.edu/entries/properties-emergent/.Google Scholar
Pareto, V., (1896–1897), Course d’Économie Politique, Rouge.Google Scholar
Pareto, V., (1906), Manuale di Economia Politica, Società Editrice Libraria, Milano.Google Scholar
Parisi, G., (1999), Complex Systems: A Physicist’s Viewpoint, Physica A, 263: 557564.CrossRefGoogle Scholar
Parisi, G., (2021), In un Volo di Storni: Le meraviglie dei sistemi complessi, Rizzoli.Google Scholar
Peters, O., (2019), The Ergodicity Problem in Economics, Nature Physics, Vol. 15, pp. 12161221.CrossRefGoogle Scholar
Phelan, S. (2001), What is Complexity Science, Really?, Emergence, 3: 120136.CrossRefGoogle Scholar
Pietronero, L., (1998), Il Semplice ed il Complesso dalla Fisica alla Biologia, Frontiere della Vita Treccani. www.treccani.it/enciclopedia/il-semplice-e-il-complesso-dalla-fisica-alla-biologia_%28Frontiere-della-Vita%29/.Google Scholar
Pietronero, L., (2008), Complexity Ideas From Condensed Matter and Statistical Physics, Europhysics News, 39(6): 2629.CrossRefGoogle Scholar
Piñero, G. E., (2014), Gödel. I Teoremi dell’Incompletezza, RBA Italia Srl.Google Scholar
Poinsot, L., (1803), Elements de Statique, Kessinger Publishing.Google Scholar
Price, G. R., (1970), Selection and Covariance, Nature, 227, 520521.CrossRefGoogle ScholarPubMed
Prigogine, I., and Stengers, I., (1977), The New Alliance, Scientia, 71(12): 287.Google Scholar
Quine, W. V. O., (1951), Two Dogmas of Empiricism, The Philosophical Review, 60(1): 2043.CrossRefGoogle Scholar
Ramsey, F. P., (1928), A Mathematical Theory of Saving, The Economic Journal, 38(152): 543559.CrossRefGoogle Scholar
Rizvi, S. A. T., (2006), The Sonnenschein–Mantel–Debreu Results after Thirty Years, History of Political Economy, 38: 228245.CrossRefGoogle Scholar
Romer, P. M., (1994), The Origins of Endogenous Growth, Journal of Economic Perspectives, 8(1): 322.CrossRefGoogle Scholar
Roncaglia, A., (2005), The Wealth of Ideas: A History of Economic Thought, Cambridge University Press.CrossRefGoogle Scholar
Rosen, R., (2012), Anticipatory Systems, Philosophical, Mathematical, and Methodological Foundations, Springer-Verlag.CrossRefGoogle Scholar
Rosser, J. B. Jr, (2021), Foundations and Applications of Complexity Economics, Springer Nature.CrossRefGoogle Scholar
Saari, D. G., (1992), The Aggregated Excess Demand Function and other Aggregation Procedures, Economic Theory, 2(3): 359388.CrossRefGoogle Scholar
Scheinkman, J. A., and Woodford, M., (1994), Self-Organized Criticality and Economic Fluctuations, The American Economic Review, Papers and Proceedings of the Hundred and Sixth Annual Meeting of the American Economic Association, 84(2): 417421.Google Scholar
Schumpeter, J. A., (1947), Capitalism, Socialism and Democracy, Routledge.Google Scholar
Schumpeter, J. A., (1954), History of Economic Analysis, Routledge.Google Scholar
Schurer, A. P., Hegerl, G. C., Luterbacher, J., Brönnimann, S., Cowan, T., Tett, S. F. B, Zanchettin, D., and Timmreck, C., (2019), Disentangling the Causes of the 1816 European Year Without a Summer, Environmental Research Letters, 14(9).CrossRefGoogle Scholar
Shaikh, A., (2016), Capitalism: Competition, Conflict, Crisis. Oxford University Press.CrossRefGoogle Scholar
Simon, H., (1997), Administrative Behavior: A Study of Decision-Making Processes in Administrative Organizations, The Free Press.Google Scholar
Solomon, S., (2007), Complexity Roadmap, Institute for Scientific Interchange.Google Scholar
Smets, F., and Wouters, R., (2003), An Estimated Dynamic Stochastic General Equilibrium Model of the Euro Area, Journal of the European Economic Association, 1(5): 11231175CrossRefGoogle Scholar
Solow, R. M., (1956), A Contribution to the Theory of Economic Growth, The Quarterly Journal of Economics, 70(1): 6594.CrossRefGoogle Scholar
Solow, R., and Hanh, F., (1997), A Critical Essay on Modern Macroeconomic Theory, MIT Press.Google Scholar
Sonnenschein, H., (1972), Market Excess Demand Functions, Econometrica, 40(3): 549563.CrossRefGoogle Scholar
Soros, G., (2013), Fallibility, Reflexivity, and the Human Uncertainty Principle, Journal of Economic Methodology, 20(4): 309329.CrossRefGoogle Scholar
Sraffa, P., (1932a), Dr. Hayek on Money and Capital, The Economic Journal, 2(165): 4253.CrossRefGoogle Scholar
Sraffa, P., (1932b), Money and Capital: A Rejoinder, The Economic Journal, 42(166): 249251.CrossRefGoogle Scholar
Sraffa, P., (1960), Production of Commodities by Means of Commodities: Prelude to a Critique of Economic Theory, Cambridge University Press.Google Scholar
Steels, L., (1991), Towards a Theory of Emergent Functionality, in Meyer, J. A., and Wilson, S. W., (eds.), From Animals to Animants, Proceedings of the First International Conference on Simulation and Adaptive Behavior, Bradford Books/MIT Press.CrossRefGoogle Scholar
Stephan, A., (1998), Varieties of Emergence in Artificial and Natural Systems, Zeitschrift für Naturforschung C, 53(7–8): 639656CrossRefGoogle Scholar
Stiglitz, J. E., (2018), Where Modern Macroeconomics Went Wrong, Oxford Review of Economic Policy, 34(1–2): 70106.Google Scholar
Stokey, N. L., and Lucas, R. E. Jr, (1989), Recursive Methods in Economic Dynamics, Harvard University Press.CrossRefGoogle Scholar
Thurner, S., Hanel, R., and Klimek, P., (2018), Introduction to the Theory of Complex Systems, Oxford University Press.CrossRefGoogle Scholar
Trichet, J.-C., (2010), Reflections on the Nature of Monetary Policy Non-Standard Measures and Finance Theory, Speech by Jean-Claude Trichet, President of the ECB, opening address at the ECB Central Banking Conference Frankfurt, 18 November 2010; www.ecb.europa.eu/press/key/date/2010/html/sp101118.en.html.Google Scholar
Von Neumann, J., and Morgenstern, O., (1947), Theory of Games and Economic Behavior, Princeton University Press.Google Scholar
Waldrop, M. M., (1993), Complexity: The Emerging Science at the Edge of Order and Chaos, Simon and Schuster.Google Scholar
Walras, L., (1874), Éléments d’Économie Politique Pure, ou Théorie de la Richesse Sociale (Elements of Pure Economics, or the Theory of Social Wealth, transl. W. Jaffé), (1899, 4th ed.; 1926, rev ed., 1954, Engl. transl.)Google Scholar
White, D., (2023), Adaptive Functions in an Agent-Based Model of an Economic System. Adaptive Behavior, 31(1): 2134.CrossRefGoogle Scholar
Wilson, G. W., and Pate, J. L., (1968), Ricardo’s 93 Per Cent Labor Theory of Value: A Final Comment, Journal of Political Economy, 76(1): 128136.CrossRefGoogle Scholar
Woodford, M., (2003), Interest and Prices, Princeton University Press.Google Scholar

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Complexity in Economics
  • Giacomo Gallegati, Università degli Studi di Torino, Collegio Carlo Alberto, Torino, andUniversité Paris 1 Panthéon-Sorbonne, Paris, Mauro Gallegati, Università Politecnica delle Marche, Ancona, Simone Landini, IRES Piemonte, Torino
  • Online ISBN: 9781009547765
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Complexity in Economics
  • Giacomo Gallegati, Università degli Studi di Torino, Collegio Carlo Alberto, Torino, andUniversité Paris 1 Panthéon-Sorbonne, Paris, Mauro Gallegati, Università Politecnica delle Marche, Ancona, Simone Landini, IRES Piemonte, Torino
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Complexity in Economics
  • Giacomo Gallegati, Università degli Studi di Torino, Collegio Carlo Alberto, Torino, andUniversité Paris 1 Panthéon-Sorbonne, Paris, Mauro Gallegati, Università Politecnica delle Marche, Ancona, Simone Landini, IRES Piemonte, Torino
  • Online ISBN: 9781009547765
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