Improving Portfolio Efficiency: A Genetic Algorithm Approach
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DOI: 10.1007/s10614-006-9021-y
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- Schaerf, Andrea, 2002. "Local Search Techniques for Constrained Portfolio Selection Problems," Computational Economics, Springer;Society for Computational Economics, vol. 20(3), pages 177-190, December.
- Klein, Roger W. & Bawa, Vijay S., 1976. "The effect of estimation risk on optimal portfolio choice," Journal of Financial Economics, Elsevier, vol. 3(3), pages 215-231, June.
- Mulvey, John M. & Rosenbaum, Daniel P. & Shetty, Bala, 1997. "Strategic financial risk management and operations research," European Journal of Operational Research, Elsevier, vol. 97(1), pages 1-16, February.
- Pastor, Lubos & Stambaugh, Robert F., 2000.
"Comparing asset pricing models: an investment perspective,"
Journal of Financial Economics, Elsevier, vol. 56(3), pages 335-381, June.
- Lubos Pastor & Robert F. Stambaugh, "undated". "Comparing Asset Pricing Models: An Investment Perspective," Rodney L. White Center for Financial Research Working Papers 16-99, Wharton School Rodney L. White Center for Financial Research.
- Lubos Pastor & Robert F. Stambaugh, 1999. "Comparing Asset Pricing Models: An Investment Perspective," NBER Working Papers 7284, National Bureau of Economic Research, Inc.
- Luboš Pástor & Robert F. Stambaugh, 1999. "Comparing Asset Pricing Models: An Investment Perspective," CRSP working papers 497, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
- Jorion, Philippe, 1985. "International Portfolio Diversification with Estimation Risk," The Journal of Business, University of Chicago Press, vol. 58(3), pages 259-278, July.
- Jorion, Philippe, 1986. "Bayes-Stein Estimation for Portfolio Analysis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 21(3), pages 279-292, September.
- Best, Michael J & Grauer, Robert R, 1991. "On the Sensitivity of Mean-Variance-Efficient Portfolios to Changes in Asset Means: Some Analytical and Computational Results," The Review of Financial Studies, Society for Financial Studies, vol. 4(2), pages 315-342.
- Ľuboš Pástor, 2000.
"Portfolio Selection and Asset Pricing Models,"
Journal of Finance, American Finance Association, vol. 55(1), pages 179-223, February.
- Lubo Pástor, "undated". "Portfolio Selection and Asset Pricing Models," CRSP working papers 498, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
- Lubo Pástor, "undated". "Portfolio Selection and Asset Pricing Models," CRSP working papers 356, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
- LeRoy,Stephen F. & Werner,Jan, 2014.
"Principles of Financial Economics,"
Cambridge Books,
Cambridge University Press, number 9781107024120, February.
- LeRoy,Stephen F. & Werner,Jan, 2001. "Principles of Financial Economics," Cambridge Books, Cambridge University Press, number 9780521586054.
- LeRoy,Stephen F. & Werner,Jan, 2014. "Principles of Financial Economics," Cambridge Books, Cambridge University Press, number 9781107673021, February.
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Cited by:- Slimane Sefiane & Mohamed Benbouziane, 2012.
"Portfolio Selection Using Genetic Algorithm,"
Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 2(4), pages 1-9.
- Sefiane, Slimane & Benbouziane, Mohamed, 2012. "Portfolio Selection Using Genetic Algorithm," MPRA Paper 41783, University Library of Munich, Germany.
- Xi-li Zhang & Wei-Guo Zhang & Wei-jun Xu & Wei-Lin Xiao, 2010. "Possibilistic Approaches to Portfolio Selection Problem with General Transaction Costs and a CLPSO Algorithm," Computational Economics, Springer;Society for Computational Economics, vol. 36(3), pages 191-200, October.
- Graupner, Marten, 2011. "The Spatial Agent-based Competition Model (SpAbCoM) [Das räumliche agenten-basierte Wettbewerbsmodell SpAbCoM]," IAMO Discussion Papers 135, Leibniz Institute of Agricultural Development in Transition Economies (IAMO).
- J. Baixauli-Soler & Eva Alfaro-Cid & Matilde Fernandez-Blanco, 2011. "Mean-VaR Portfolio Selection Under Real Constraints," Computational Economics, Springer;Society for Computational Economics, vol. 37(2), pages 113-131, February.
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Keywords
genetic algorithm; estimation risk; mean-variance analysis; Bayesian approach;
All these keywords.Statistics
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