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Selection matters

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Author Info
Paolo Pin () (Department of Applied Mathematics, University of Venice)

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Abstract

To test for the adaptive optimization of risk attitudes, we use a simple model of preferences among lotteries, where agents evolve with a Genetic Algorithm. We find that the genetic selection operator are fundamental in determining the outcomes of the simulations, along with the possibility of iterate choices in a single generation and an eventual factor of heritage across generations (all innocuous technical parameters at a first sight). Different choices of these mechanisms may easily lead to opposite behaviors, from risk aversion to even risk love. The simulations give a hint on the possible implications of the different selection operators, when trying to model the evolution of risk attitudes in different social and economic settings.

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File URL: http://www.dma.unive.it/wpdma/2006wp138.pdf
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Publisher Info
Paper provided by Department of Applied Mathematics, University of Venice in its series Working Papers with number 138.

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Length: 23 pages
Date of creation: Sep 2006
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Handle: RePEc:vnm:wpaper:138

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Related research
Keywords: Risk preferences genetic algorithm

Find related papers by JEL classification:
C61 - Mathematical and Quantitative Methods - - Mathematical Methods and Programming - - - Optimization Techniques; Programming Models; Dynamic Analysis
D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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  8. Thomas Riechmann, 1999. "Learning and behavioral stability An economic interpretation of genetic algorithms," Journal of Evolutionary Economics, Springer, vol. 9(2), pages 225-242. [Downloadable!] (restricted)
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  9. Arthur J. Robson, 2002. "Evolution and Human Nature," Journal of Economic Perspectives, American Economic Association, vol. 16(2), pages 89-106, Spring. [Downloadable!] (restricted)
  10. Levy, Moshe, 2005. "Is risk-aversion hereditary?," Journal of Mathematical Economics, Elsevier, vol. 41(1-2), pages 157-168, February. [Downloadable!] (restricted)
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