메뉴 건너뛰기




Volumn , Issue , 2009, Pages 439-444

Discovering effective technical trading rules with genetic programming: Towards robustly outperforming buy-and-hold

Author keywords

Genetic programming; Stock trading; Technical trading rules

Indexed keywords

FITNESS FUNCTIONS; RESEARCH TOOLS; STOCK TRADING; TECHNICAL TRADING RULES; TRADING RULES; TRAINING DATASET;

EID: 77949642147     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NABIC.2009.5393324     Document Type: Conference Paper
Times cited : (28)

References (24)
  • 1
    • 33750608798 scopus 로고    scopus 로고
    • Biologically Inspired Algorithms for Financial Modelling
    • New York: Springer
    • Brabazon, A. & O'Neill, M. (2005). Biologically Inspired Algorithms for Financial Modelling (Natural Computing Series), New York: Springer.
    • (2005) Natural Computing Series
    • Brabazon, A.1    O'Neill, M.2
  • 3
    • 0042312958 scopus 로고    scopus 로고
    • Genetic Programming's Continued Evolution
    • editor, P. J. Angeline and K. Kinnear, Cambridge, MA: MIT Press, pp
    • Angeline, P. J. (1996). Genetic Programming's Continued Evolution. Advances in Genetic Programming, Vol. 2, editor, P. J. Angeline and K. Kinnear, Cambridge, MA: MIT Press, pp. 89-110.
    • (1996) Advances in Genetic Programming , vol.2 , pp. 89-110
    • Angeline, P.J.1
  • 5
    • 0031161690 scopus 로고    scopus 로고
    • Toward a Computable Approach to the Efficient Market Hypothesis: An Application of Genetic Programming
    • Chen, S. H. & Yeh, C. H. (1996). Toward a Computable Approach to the Efficient Market Hypothesis: An Application of Genetic Programming, J. of Economic Dynamics & Control, 21: 1043-1063.
    • (1996) J. of Economic Dynamics & Control , vol.21 , pp. 1043-1063
    • Chen, S.H.1    Yeh, C.H.2
  • 6
    • 0038851659 scopus 로고    scopus 로고
    • Technical Trading versus Market Efficiency: A Genetic Programming Approach
    • Fyfe, C., Marney, J. P. & Tarbert, H. (1999). Technical Trading versus Market Efficiency: A Genetic Programming Approach, Applied Financial Economics, 9: 183-191.
    • (1999) Applied Financial Economics , vol.9 , pp. 183-191
    • Fyfe, C.1    Marney, J.P.2    Tarbert, H.3
  • 7
    • 0042824912 scopus 로고    scopus 로고
    • Using genetic algorithms to find technical trading rules
    • Allen, F. & Karjalainen, R. (1999). Using genetic algorithms to find technical trading rules, Journal of Financial Economics, 51:245-271.
    • (1999) Journal of Financial Economics , vol.51 , pp. 245-271
    • Allen, F.1    Karjalainen, R.2
  • 8
    • 0442275122 scopus 로고    scopus 로고
    • Risk Adjusted Returns to Technical Trading Rules: A Genetic Programming Approach
    • Soc. for Computational Economics, Yale University, USA, June
    • Marney, J. P., Fyfe, C., Tarbert, H. & Miller, D. (2001). Risk Adjusted Returns to Technical Trading Rules: A Genetic Programming Approach, Computing in Economics and Finance, Soc. for Computational Economics, Yale University, USA, June 2001.
    • (2001) Computing in Economics and Finance
    • Marney, J.P.1    Fyfe, C.2    Tarbert, H.3    Miller, D.4
  • 12
    • 0442328961 scopus 로고    scopus 로고
    • Generating Trading Rules on the Stock Markets with Genetic Programming
    • June
    • Potvin, J. Y., Soriano, P. & Vallée, M. (2004) Generating Trading Rules on the Stock Markets with Genetic Programming, Computers and Operations Research, Vol. 31, Issue 7 (June 2004): 1033-1047
    • (2004) Computers and Operations Research , vol.31 , Issue.7 , pp. 1033-1047
    • Potvin, J.Y.1    Soriano, P.2    Vallée, M.3
  • 16
    • 0005650578 scopus 로고    scopus 로고
    • Foundations of Technical Analysis: Computational Algorithms, Statistical Inference, and Empirical Implementation
    • Lo, A. W., Mamaysky, H. & Wang, J. (2000). Foundations of Technical Analysis: Computational Algorithms, Statistical Inference, and Empirical Implementation, The Journal of Finance, 55:1705-1770, 2000.
    • (2000) The Journal of Finance , vol.55 , pp. 1705-1770
    • Lo, A.W.1    Mamaysky, H.2    Wang, J.3
  • 17
    • 77949648461 scopus 로고    scopus 로고
    • Technical Analysis versus Market Efficiency: A Genetic Programming Approach
    • Society for Computational Economics, Barcelona, Spain, July, paper #169
    • Marney, J. P., Miller, D., Fyfe, C. & Tarbert, H. (2000). Technical Analysis versus Market Efficiency: A Genetic Programming Approach, Computing in Economics and Finance, Society for Computational Economics, Barcelona, Spain, July 2000 (paper #169).
    • (2000) Computing in Economics and Finance
    • Marney, J.P.1    Miller, D.2    Fyfe, C.3    Tarbert, H.4
  • 19
    • 77952392476 scopus 로고    scopus 로고
    • Comprehensibility and Overfitting Avoidance in Genetic Programming for Technical Trading Rules, Worcester Polytechnic Institute
    • WPI-CS-TR-03-09
    • Becker, L.A. & Seshadri, M. (2003). Comprehensibility and Overfitting Avoidance in Genetic Programming for Technical Trading Rules, Worcester Polytechnic Institute, Computer Science Technical Report WPI-CS-TR-03-09.
    • (2003) Computer Science Technical Report
    • Becker, L.A.1    Seshadri, M.2
  • 20
    • 77949584162 scopus 로고    scopus 로고
    • Cooperative Coevolution of Technical Trading Rules, Worcester Polytechnic Institute
    • WPI-CS-TR-03-15
    • Becker, L.A. & Seshadri, M. (2003). Cooperative Coevolution of Technical Trading Rules, Worcester Polytechnic Institute, Computer Science Technical Report WPI-CS-TR-03-15.
    • (2003) Computer Science Technical Report
    • Becker, L.A.1    Seshadri, M.2
  • 23
    • 0001752951 scopus 로고
    • Mutual Fund Performance
    • doi:10.1086/294846
    • Sharpe, W. F. (1966). "Mutual Fund Performance". Journal of Business 39 (S1): 119-138. doi:10.1086/294846.
    • (1966) Journal of Business , vol.39 , Issue.S1 , pp. 119-138
    • Sharpe, W.F.1
  • 24
    • 31344451347 scopus 로고    scopus 로고
    • Risk Adjusted Returns from Technical Trading: A Genetic Programming Approach
    • Marney, J. P., Tarbert, H. & Fyfe, C. (2005). Risk Adjusted Returns from Technical Trading: A Genetic Programming Approach, Applied Financial Economics, 15: 1073-1077.
    • (2005) Applied Financial Economics , vol.15 , pp. 1073-1077
    • Marney, J.P.1    Tarbert, H.2    Fyfe, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.