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Rethinking evolution, entropy and economics: A triadic conceptual framework for the maximum entropy principle as applied to the growth of knowledge

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  • Herrmann-Pillath, Carsten

Abstract

Recently, the maximum entropy principle has been applied to explain the evolution of complex non-equilibrium systems, such as the Earth system. I argue that it can also be fruitfully deployed to reconsider the classical treatment of entropy in economics by Georgescu-Roegen, if the growth of knowledge is seen as a physical process. Relying on central categories of Peirce's theory of signs, I follow the lines of a naturalistic evolutionary epistemology. In this framework, the three principles of Maximum Entropy (Jaynes), Maximum Power (Lotka) and Maximum Entropy Production can be arranged in a way such that evolution can be conceived as a process that manifests the physical tendency to maximize information generation and information capacity. This implies that the growth of knowledge is the dual of the process of entropy production. This theory matches with recent empirical research showing that economic growth can be tracked by measures of the throughput of useful work, mediated by the thermodynamic efficiency of the conversion of exergy into useful work.

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  • Herrmann-Pillath, Carsten, 2010. "Rethinking evolution, entropy and economics: A triadic conceptual framework for the maximum entropy principle as applied to the growth of knowledge," Frankfurt School - Working Paper Series 146, Frankfurt School of Finance and Management.
  • Handle: RePEc:zbw:fsfmwp:146
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    1. Herrmann-Pillath, Carsten, 2009. "Kulturelle Hybridisierung und Wirtschaftstransformation in China," Frankfurt School - Working Paper Series 115, Frankfurt School of Finance and Management.
    2. Herrmann-Pillath, Carsten, 2008. "Neuroeconomics, naturalism and language," Frankfurt School - Working Paper Series 108, Frankfurt School of Finance and Management.
    3. Herrmann-Pillath, Carsten, 2010. "Entropy, function and evolution: naturalizing Peircian semiosis," Frankfurt School - Working Paper Series 134, Frankfurt School of Finance and Management.
    4. Heidorn, Thomas & Hoppe, Christian & Kaiser, Dieter G., 2005. "Möglichkeiten der Strukturierung von Hedgefondsportfolios," Frankfurt School - Working Paper Series 68, Frankfurt School of Finance and Management.
    5. Bannier, Christina E. & Müsch, Stefan, 2008. "Die Auswirkungen der Subprime-Krise auf den deutschen LBO-Markt für Small- und MidCaps," Frankfurt School - Working Paper Series 103, Frankfurt School of Finance and Management.
    6. Demidova-Menzel, Nadeshda & Heidorn, Thomas, 2007. "Gold in the investment portfolio," Frankfurt School - Working Paper Series 87, Frankfurt School of Finance and Management.
    7. Ansgar Belke & Thorsten Polleit, 2005. "(How) Do Stock Market Returns React to Monetary Policy? - An ARDL Cointegration Analysis for Germany," Diskussionspapiere aus dem Institut für Volkswirtschaftslehre der Universität Hohenheim 253/2005, Department of Economics, University of Hohenheim, Germany.
    8. Cremers, Heinz & Walzner, Jens, 2007. "Risikosteuerung mit Kreditderivaten unter besonderer Berücksichtigung von Credit Default Swaps," Frankfurt School - Working Paper Series 80, Frankfurt School of Finance and Management.
    9. Bannier, Christina E. & Feess, Eberhard, 2010. "When high-powered incentive contracts reduce performance: choking under pressure as a screening device," Frankfurt School - Working Paper Series 135, Frankfurt School of Finance and Management.
    10. Schalast, Christoph & Tiemann, Marcel & Tuppi, Pascal, 2009. "Staatsfonds - neue Akteure an den Finanzmärkten?," Frankfurt School - Working Paper Series 114, Frankfurt School of Finance and Management.
    11. Heidorn, Thomas & Kaiser, Dieter G. & Roder, Christoph, 2009. "Empirische Analyse der Drawdowns von Dach-Hedgefonds," Frankfurt School - Working Paper Series 109, Frankfurt School of Finance and Management.
    12. Herrmann-Pillath, Carsten, 2009. "Outline of a Darwinian theory of money," Frankfurt School - Working Paper Series 128, Frankfurt School of Finance and Management.
    13. Ansgar Belke & Thorsten Polleit, 2007. "How the ECB and the US Fed set interest rates," Applied Economics, Taylor & Francis Journals, vol. 39(17), pages 2197-2209.
    14. Almer, Thomas & Heidorn, Thomas & Schmaltz, Christian, 2008. "The dynamics of short- and long-term CDS-spreads of banks," Frankfurt School - Working Paper Series 95, Frankfurt School of Finance and Management.
    15. Schanz, Kay-Michael & Richard, Jörg & Schalast, Christoph, 2004. "Unternehmen im Prime Standard staying public oder going private? Nutzenanalyse der Börsennotiz," Frankfurt School - Working Paper Series 60, Frankfurt School of Finance and Management.
    16. Schalast, Christoph & Ockens, Klaas & Jobe, Clemens J. & Safran, Robert, 2006. "Work-out und Servicing von notleidenden Krediten: Berichte und Referate des HfB-NPL Servicing Forums 2006," Frankfurt School - Working Paper Series 76, Frankfurt School of Finance and Management.
    17. Hirsch, Christian & Bannier, Christina E., 2007. "The economics of rating watchlists: Evidence from rating changes," CFS Working Paper Series 2008/02, Center for Financial Studies (CFS).
    18. Heidorn, Thomas & Siragusano, Tindaro, 2004. "Die Anwendbarkeit der Behavioral Finance im Devisenmarkt," Frankfurt School - Working Paper Series 52, Frankfurt School of Finance and Management.
    19. Cremers, Heinz & Walzner, Jens, 2009. "Modellierung des Kreditrisikos im Portfoliofall," Frankfurt School - Working Paper Series 127, Frankfurt School of Finance and Management.
    20. Herrmann-Pillath, Carsten & Libman, Alexander & Xiaofan, Yu, 2010. "State and market integration in China: A spatial econometrics approach to 'local protectionism'," Frankfurt School - Working Paper Series 137, Frankfurt School of Finance and Management.
    21. Schäffler, Christian & Schmaltz, Christian, 2009. "Market liquidity: an introduction for practitioners," Frankfurt School - Working Paper Series 131, Frankfurt School of Finance and Management.
    22. C. Herrmann-Pillath., 2011. "A Neurolinguistic Approach to Performativity in Economics," VOPROSY ECONOMIKI, N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 2.
    23. Schalast, Christoph, 2008. "Der deutsche NPL-Markt 2007: aktuelle Entwicklungen, Verkauf und Bewertung ; Berichte und Referate des NPL-Forums 2007," Frankfurt School - Working Paper Series 90, Frankfurt School of Finance and Management.
    24. Heidorn, Thomas & Kahlert, Dennis, 2010. "Implied correlations of iTraxx tranches during the financial crisis," Frankfurt School - Working Paper Series 145, Frankfurt School of Finance and Management.
    25. Schalast, Christoph & Stralkowski, Ingo, 2008. "10 Jahre deutsche Buyouts," Frankfurt School - Working Paper Series 89, Frankfurt School of Finance and Management.
    26. Bannier, Christina E. & Grote, Michael H., 2008. "Equity gap? - Which equity gap? On the financing structure of Germany's Mittelstand," Frankfurt School - Working Paper Series 106, Frankfurt School of Finance and Management.
    27. Heidorn, Thomas & Hoppe, Christian & Kaiser, Dieter G., 2006. "Heterogenität von Hedgefondsindizes," Frankfurt School - Working Paper Series 71, Frankfurt School of Finance and Management.
    28. Herrmann-Pillath, Carsten, 2008. "The naturalistic turn in economics: implications for the theory of finance," Frankfurt School - Working Paper Series 105, Frankfurt School of Finance and Management.
    29. Polleit, Thorsten & Gerdesmeier, Dieter, 2005. "Measures of excess liquidity," Frankfurt School - Working Paper Series 65, Frankfurt School of Finance and Management.
    30. Cremers, Heinz & Walzner, Jens, 2009. "Modellierung des Kreditrisikos im Einwertpapierfall," Frankfurt School - Working Paper Series 126, Frankfurt School of Finance and Management.
    31. Christina E. Bannier & Patrick Behr & Andre Güttler, 2010. "Rating opaque borrowers: why are unsolicited ratings lower?," Review of Finance, European Finance Association, vol. 14(2), pages 263-294.
    32. Heidorn, Thomas & Kaiser, Dieter G. & Muschiol, Andrea, 2007. "Portfoliooptimierung mit Hedgefonds unter Berücksichtigung höherer Momente der Verteilung," Frankfurt School - Working Paper Series 77, Frankfurt School of Finance and Management.
    33. Lang, Michael & Cremers, Heinz & Hentze, Rainald, 2010. "Ratingmodell zur Quantifizierung des Ausfallrisikos von LBO-Finanzierungen," Frankfurt School - Working Paper Series 136, Frankfurt School of Finance and Management.
    34. Hankir, Yassin & Rauch, Christian & Umber, Marc P., 2009. "It's the market power, stupid! Stock return patterns in international bank M&A," Frankfurt School - Working Paper Series 129, Frankfurt School of Finance and Management.
    35. Heidorn, Thomas & Schmaltz, Christian & Kunze, Wolfgang, 2008. "Liquiditätsmodellierung von Kreditzusagen (term facilities and revolver)," Frankfurt School - Working Paper Series 93, Frankfurt School of Finance and Management.
    36. Bannier, Christina E. & Hirsch, Christian W., 2010. "The economic function of credit rating agencies - What does the watchlist tell us?," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 3037-3049, December.
    37. Polleit, Thorsten, 2004. "The slowdown in German bank lending - revisited," Frankfurt School - Working Paper Series 53, Frankfurt School of Finance and Management.
    38. Löhr, Andreas & Cremers, Heinz, 2007. "Deskription und Bewertung strukturierter Produkte unter besonderer Berücksichtigung verschiedener Marktszenarien," Frankfurt School - Working Paper Series 82, Frankfurt School of Finance and Management.
    39. Heidorn, Thomas & Gerhold, Mirko, 2004. "Investitionen und Emissionen von Convertible Bonds (Wandelanleihen)," Frankfurt School - Working Paper Series 50, Frankfurt School of Finance and Management.
    40. Heidorn, Thomas & Birkmeyer, Jörg & Rogalski, André, 2010. "Determinanten von Banken-Spreads während der Finanzmarktkrise," Frankfurt School - Working Paper Series 143, Frankfurt School of Finance and Management.
    41. Heidorn, Thomas & Winker, Michael & Löw, Christian, 2010. "Funktionsweise und Replikationstil europäischer Exchange Traded Funds auf Aktienindices," Frankfurt School - Working Paper Series 139, Frankfurt School of Finance and Management.
    42. Christina E. Bannier, 2010. "Is there a Holdup Benefit in Heterogeneous Multiple Bank Financing?," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 166(4), pages 641-661, December.
    43. Werner, Karl & Moormann, Jürgen, 2009. "Efficiency and profitability of European banks: how important is operational efficiency?," Frankfurt School - Working Paper Series 111, Frankfurt School of Finance and Management.
    44. Heidorn, Thomas & Schmaltz, Christian, 2009. "Interne Transferpreise für Liquidität," Frankfurt School - Working Paper Series 125, Frankfurt School of Finance and Management.
    45. Christina Bannier, 2007. "Heterogeneous multiple bank financing: does it reduce inefficient credit-renegotiation incidences?," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 21(4), pages 445-470, December.
    46. Alram, Johannes, 2009. "Konstruktion einer Anleihe mit hypothekarischer Besicherung," Frankfurt School - Working Paper Series 113, Frankfurt School of Finance and Management.
    47. Heimer, Thomas & Arend, Sebastian, 2008. "The genesis of the Black-Scholes option pricing formula," Frankfurt School - Working Paper Series 98, Frankfurt School of Finance and Management.
    48. Anders, Dietmar & Binder, Andreas & Hesdahl, Ralf & Schalast, Christoph & Thöne, Thomas, 2004. "Aktuelle Fragen des Bank- und Kapitalmarktrechts I: Non-Performing-Loans/Faule Kredite - Handel, Work-Out, Outsourcing und Securitisation," Frankfurt School - Working Paper Series 54, Frankfurt School of Finance and Management.
    49. Fritz-Morgenthal, Sebastian G. & Hach, Sebastian T. & Schalast, Christoph, 2010. "M&A im Bereich Erneuerbarer Energien," Frankfurt School - Working Paper Series 144, Frankfurt School of Finance and Management.
    50. Libman, Alexander, 2010. "Constitutions, regulations, and taxes: Contradictions of different aspects of decentralization," Journal of Comparative Economics, Elsevier, vol. 38(4), pages 395-418, December.
    51. Heidorn, Thomas & Pleißner, Mathias, 2008. "Determinanten europäischer CMBS spreads: ein empirisches Modell zur Bestimmung der Risikoaufschläge von commercial mortgage-backed securities (CMBS)," Frankfurt School - Working Paper Series 101, Frankfurt School of Finance and Management.
    52. Schalast, Christoph & Bolder, Markus & Radünz, Claus & Siepmann, Stephanie & Weber, Thorsten, 2009. "Transaktionen und Servicing in der Finanzkrise: Berichte und Referate des Frankfurt School NPL Forums 2008," Frankfurt School - Working Paper Series 112, Frankfurt School of Finance and Management.
    53. Heidorn, Thomas & Meyer, Bernd & Pietrowiak, Alexander, 2004. "Performance-Effekte nach Directors' Dealings in Deutschland, Italien und den Niederlanden," Frankfurt School - Working Paper Series 57, Frankfurt School of Finance and Management.
    54. Gerdesmeier, Dieter & Roffia, Barbara, 2007. "Monetary analysis: a VAR perspective," Frankfurt School - Working Paper Series 78, Frankfurt School of Finance and Management.
    55. Roßbach, Peter, 2009. "Die Rolle des Internets als Informationsbeschaffungsmedium in Banken," Frankfurt School - Working Paper Series 120, Frankfurt School of Finance and Management.
    56. Bannier, Christina E. & Metz, Sabrina, 2010. "Are SMEs large firms en miniature? Evidence from a growth analysis," Frankfurt School - Working Paper Series 142, Frankfurt School of Finance and Management.
    57. Wollersheim, Jutta & Barthel, Erich, 2008. "Kulturunterschiede bei Mergers & Acquisitions: Entwicklung eines Konzeptes zur Durchführung einer Cultural Due Diligence," Frankfurt School - Working Paper Series 94, Frankfurt School of Finance and Management.
    58. Gerdesmeier, Dieter & Roffia, Barbara, 2005. "The relevance of real-time data in estimating reaction functions for the euro area," The North American Journal of Economics and Finance, Elsevier, vol. 16(3), pages 293-307, December.
    59. Dickler, Robert A. & Schalast, Christoph, 2006. "Distressed debt in Germany: What's next? Possible innovative exit strategies," Frankfurt School - Working Paper Series 73, Frankfurt School of Finance and Management.
    60. Becker, Gernot M. & Seeger, Norbert, 2003. "Internationale Cash Flow-Rechnungen aus Eigner- und Gläubigersicht," Frankfurt School - Working Paper Series 48, Frankfurt School of Finance and Management.
    61. Heun, Michael & Schlink, Torsten, 2004. "Early warning systems of financial crises: implementation of a currency crisis model for Uganda," Frankfurt School - Working Paper Series 59, Frankfurt School of Finance and Management.
    62. Heidorn, Thomas & Kaiser, Dieter G. & Voinea, Andre, 2010. "The value-added of investable hedge fund indices," Frankfurt School - Working Paper Series 141, Frankfurt School of Finance and Management.
    63. Chevalier, Pierre & Heidorn, Thomas & Krieger, Christian, 2003. "Temperaturderivate zur strategischen Absicherung von Beschaffungs- und Absatzrisiken," Frankfurt School - Working Paper Series 49, Frankfurt School of Finance and Management.
    64. Vetter, Michael & Cremers, Heinz, 2008. "Das IRB-Modell des Kreditrisikos im Vergleich zum Modell einer logarithmisch normalverteilten Verlustfunktion," Frankfurt School - Working Paper Series 102, Frankfurt School of Finance and Management.
    65. Böger, Andreas & Heidorn, Thomas & Rupprecht, Stephan, 2009. "Einführung in das Kapitalstrukturmanagement," Frankfurt School - Working Paper Series 121, Frankfurt School of Finance and Management.
    66. Heimer, Thomas & Hölscher, Luise & Werner, Matthias Ralf, 2008. "Access to finance and venture capital for industrial SMEs," Frankfurt School - Working Paper Series 97, Frankfurt School of Finance and Management.
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    As found on the RePEc Biblio, the curated bibliography for Economics:
    1. > Schools of Economic Thought, Epistemology of Economics > Heterodox Approaches > Thermoeconomics > The economy system and entropy minimization

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    2. Dietmar Harhoff & Elisabeth Mueller & John Van Reenen, 2014. "What are the Channels for Technology Sourcing? Panel Data Evidence from German Companies," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 23(1), pages 204-224, March.
    3. Boeing, Philipp & Mueller, Elisabeth & Sandner, Philipp, 2012. "What makes Chinese firms productive? Learning from indigenous and foreign sources of knowledge," Frankfurt School - Working Paper Series 196, Frankfurt School of Finance and Management.
    4. Russ, Meir, 2016. "The probable foundations of sustainabilism: Information, energy and entropy based definition of capital, Homo Sustainabiliticus and the need for a “new gold”," Ecological Economics, Elsevier, vol. 130(C), pages 328-338.
    5. Kostka, Genia & Moslener, Ulf & Andreas, Jan G., 2011. "Barriers to energy efficiency improvement: Empirical evidence from small-and-medium sized enterprises in China," Frankfurt School - Working Paper Series 178, Frankfurt School of Finance and Management.
    6. Alexander Libman & Vladimir Kozlov & André Schultz, 2012. "Roving Bandits in Action: Outside Option and Governmental Predation in Autocracies," Kyklos, Wiley Blackwell, vol. 65(4), pages 526-562, November.
    7. Böing, Philipp & Müller, Elisabeth, 2012. "Technological Capabilities of Chinese Enterprises: Who is Going to Compete Abroad?," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62081, Verein für Socialpolitik / German Economic Association.

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    More about this item

    Keywords

    Peirce; Georgescu-Roegen; maximum entropy; maximum power; natural selection; semeiosis; physical inference devices; economic growth; useful work;
    All these keywords.

    JEL classification:

    • B52 - Schools of Economic Thought and Methodology - - Current Heterodox Approaches - - - Historical; Institutional; Evolutionary; Modern Monetary Theory;
    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics

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