On the Evolution of Investment Strategies and the Kelly Rule A Darwinian Approach

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@Article{Lensberg:2007:RoF,

• author = "Terje Lensberg and Klaus Reiner Schenk-Hoppe",
• title = "On the Evolution of Investment Strategies and the Kelly Rule A Darwinian Approach",
• journal = "Review of Finance",
• year = "2007",
• volume = "11",
• number = "1",
• pages = "25--50",
• keywords = "genetic algorithms, genetic programming, Evolutionary finance, portfolio choice, Behavioral Asset Pricing Investment Strategies and Anomalies",
• ISSN = "1572-3097",
• URL = "http://www.univie.ac.at/rof/papers/pdf/Lensberg-Schenk-Hoppe_Kelly%20Rule.pdf",
• URL = "http://www.nccr-finrisk.unizh.ch/media/pdf/RoF07_Vol11_pages25_50.pdf",
• DOI = "doi:10.1093/rof/rfm003",
• size = "26 pages",
• abstract = "This paper complements theoretical studies on the Kelly rule in evolutionary finance by studying a Darwinian model of selection and reproduction in which the diversity of investment strategies is maintained through genetic programming.We find that investment strategies which optimise long-term performance can emerge in markets populated by unsophisticated investors. Regardless whether the market is complete or incomplete and whether states are i.i.d. or Markov, the Kelly rule is obtained as the asymptotic outcome. With price-dependent rather than just state-dependent investment strategies, the market portfolio plays an important role as a protection against severe losses in volatile markets",
• notes = "http://www.revfin.org/",

}

Genetic Programming entries for Terje Lensberg Klaus Reiner Schenk-Hoppe

Citations