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ijcrb.webs.com INTERDISCIPLINARY JOURNAL OF CONTEMPORARY RESEARCH IN BUSINESS JUNE 2011 VOL 3, NO 2 Table 1: Performance statistics Notes: GMA trading rules are identified as (s,l,b), where s and l are the length of the short and long period (in days) and b is the filter parameter. is the average annualized return of the trading strategy and SR is the Sharpe ratio . COPY RIGHT © 2011 Institute of Interdisciplinary Business Research 150
ijcrb.webs.com INTERDISCIPLINARY JOURNAL OF CONTEMPORARY RESEARCH IN BUSINESS JUNE 2011 VOL 3, NO 2 References Allen, F., Karjalain, R .(1999). Using genetic algorithms to find technical trading rules, Journal of Financial Economics 51, 245-271. Atkinson-Abutridy, J., Mellish, C., & Aitken, S. (2003). A semantically guided and domainindependent evolutionary model for knowledge discovery from texts. IEEE Transactions on Evolutionary Computation, 7(6), 546-560. Asoh. H ., Mühlenbein,H.(1994). "On the mean convergence time of evolutionary algorithms without selection and mutation," in Parallel Problem Solving from Nature, PPSN III, Y. Davidor, H.-P. Schwefel, and R. Manner, Eds. Berlin, Germany: Springer-Verlag, pp. 88–97. Au, W.-H., Chan, K.C.C., & Yao, X. (2003). A novel evolutionary data mining algorithm with applications to churn prediction. IEEE Transactions on Evolutionary Computation, 7(6), 532- 545. Bauer, R. J.(1994). Genetic algorithms and investment strategies (John Wiley and Sons, New York). Beasley,D.,Bull,D. R,. & Martin, R.(1993). "An overview of genetic algorithms: part 1, fundamentals," University Computing, vol. 15, pp. 58-69. Bessembinder, H., Chan, K.(1995). The profitability of technical trading rules in Asian stock markets, Pacific Basin Finance Journal 3, 257- 284. Brock, W., Lakonishhock, J. & B. LeBaron.(1992).Simple technical trading rules and the stochastic properties of stock returns, Journal of Finance 47, 1731-1764. Brown, S., Goetzmann, W. and S. Ross.(1995). Survival, Journal of Finance 50, 853-873. Cano, J.R., Herrera, F., & Lozano, M. (2003). Using evolutionary algorithms as instance selection for data reduction in KDD: an experimental study. IEEE Transactions on Evolutionary Computation, 7(6), 561-575. Cantú-Paz, E.&Kamath,C.(2003).Inducing oblique decision trees with evolutionary algorithms. IEEE Transactions on Evolutionary Computation, 7(1), 54-68. Chen, S. H., Yeh, C. H. (1996).Toward a computable approach to the efficient market hypothesis: an application of genetic programming, Journal of Economic Dynamics & Contorl 21, 1043-63. Deb,J.(1997)."Limitations of evolutionary computation methods," in Handbook of Evolutionary Computation, T. Bäck, D. B. Fogel,&Z. Michalewicz, Eds.: IOP Publishing and Oxford University Press,9. De Jong K.(1975)."An analysis of the behavior of a class of genetic adaptive systems," Doctoral Dissertation. Ann Arbor: The University of Michigan. De Jong, K.A., Spears, W.M., & Gordon, F.D. (1993). Using genetic algorithms for concept learning. Machine Learning, 13, 161-188, 1993. Eiben, A. E., Hinterding,R &Michalewicz,Z.(1999). "Parameter control in evolutionary algorithms," IEEE Transactions on Evolutionary Computation, vol. 3, 124-141. Fama, E. F. (1970). Efficient capital markets: a review of theory and empirical work, Journal of Finance 25, 383-417. Fernández Rodríguez, F.. Sosvilla-Rivero, S, &J. Andrada-Felix.(1999). Technical analysis in the Madrid stock exchange, Working Paper 99- 05, FEDEA (available at ftp://ftp.fedea.es/pub/Papers/1999/DT99- 05.pdf). Goldberg, D. E.(1989).Genetic Algorithms in Search, Optimization, and Machine Learning: Addison-Wesley. COPY RIGHT © 2011 Institute of Interdisciplinary Business Research 151
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