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Volumn 36, Issue 7, 2009, Pages 10735-10745

A portfolio optimization model using Genetic Network Programming with control nodes

Author keywords

Control node; Genetic Network Programming; Portfolio optimization; Reinforcement learning

Indexed keywords

CANDLESTICK CHARTS; CONTROL NODE; EVOLUTIONARY COMPUTATIONS; EVOLUTIONARY METHODS; GENETIC NETWORK PROGRAMMING; OPTIMIZATION MODELS; OPTIMIZATION SYSTEMS; PORTFOLIO OPTIMIZATION; PORTFOLIO OPTIMIZATION MODELS; STOCK MARKET SHOWS; STOCK MARKETS; TECHNICAL ANALYSIS; TECHNICAL INDICES; TRADING RULES;

EID: 67349108290     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2009.02.049     Document Type: Article
Times cited : (26)

References (28)
  • 2
    • 85008856928 scopus 로고    scopus 로고
    • A real-time adaptive trading system using genetic programming
    • Dempster M.A.H., and Jones C.M. A real-time adaptive trading system using genetic programming. Quantitative Finance 1 (2001) 397-413
    • (2001) Quantitative Finance , vol.1 , pp. 397-413
    • Dempster, M.A.H.1    Jones, C.M.2
  • 3
    • 0342813993 scopus 로고    scopus 로고
    • Do macroeconomic factors help in predicting international equity risk premia?
    • Dropsy V. Do macroeconomic factors help in predicting international equity risk premia?. Journal of Applied Business Research 12 (1996) 120-132
    • (1996) Journal of Applied Business Research , vol.12 , pp. 120-132
    • Dropsy, V.1
  • 5
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroskedasticity with estimates of the variance of UK inflation
    • Engle R.F. Autoregressive conditional heteroskedasticity with estimates of the variance of UK inflation. Econometrica 50 (1982) 987-1008
    • (1982) Econometrica , vol.50 , pp. 987-1008
    • Engle, R.F.1
  • 6
    • 25844486156 scopus 로고    scopus 로고
    • The use of data mining and neural networks for forecasting stock market returns
    • Enke D., and Thawornwong S. The use of data mining and neural networks for forecasting stock market returns. Expert Systems with Applications 29 (2005) 927-940
    • (2005) Expert Systems with Applications , vol.29 , pp. 927-940
    • Enke, D.1    Thawornwong, S.2
  • 12
    • 0034249322 scopus 로고    scopus 로고
    • Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index
    • Kim K.-J., and Han I. Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index. Expert Systems with Applications 19 (2000) 125-132
    • (2000) Expert Systems with Applications , vol.19 , pp. 125-132
    • Kim, K.-J.1    Han, I.2
  • 14
    • 2442655599 scopus 로고    scopus 로고
    • Neural network techniques for financial performance prediction: integrating fundamental and technical analysis
    • Lam M. Neural network techniques for financial performance prediction: integrating fundamental and technical analysis. Decision Support Systems 37 (2004) 567-581
    • (2004) Decision Support Systems , vol.37 , pp. 567-581
    • Lam, M.1
  • 15
    • 35048904648 scopus 로고    scopus 로고
    • A multiobjective genetic algorithm for portfolio selection problem
    • Hong Kong, December
    • Lin, D., Wang, S., & Yan, H. (2001). A multiobjective genetic algorithm for portfolio selection problem. In Proceedings of ICOTA, Hong Kong, December 2001.
    • (2001) Proceedings of ICOTA
    • Lin, D.1    Wang, S.2    Yan, H.3
  • 16
    • 34548679361 scopus 로고    scopus 로고
    • Genetic algorithms for portfolio selection problems with minimum transaction lots
    • Lin C.C., and Liu Y.T. Genetic algorithms for portfolio selection problems with minimum transaction lots. European Journal of Operational Research 185 1 (2008) 393-404
    • (2008) European Journal of Operational Research , vol.185 , Issue.1 , pp. 393-404
    • Lin, C.C.1    Liu, Y.T.2
  • 17
    • 0001898912 scopus 로고
    • Distributed genetic algorithms with an application to profolio selection problems
    • Pearson D.W., Steele N.C., and Albrecht R.F. (Eds), Springer, Wein
    • Loraschi A., Tettamanzi A., Tomassini M., and Verda P. Distributed genetic algorithms with an application to profolio selection problems. In: Pearson D.W., Steele N.C., and Albrecht R.F. (Eds). Artificial neural networks and genetic algorithms (1995), Springer, Wein 384-387
    • (1995) Artificial neural networks and genetic algorithms , pp. 384-387
    • Loraschi, A.1    Tettamanzi, A.2    Tomassini, M.3    Verda, P.4
  • 18
    • 35748930908 scopus 로고    scopus 로고
    • A graph-based evolutionary algorithm: Genetic network programming and its extension using reinforcement learning
    • Mabu S., Hirasawa K., and Hu J. A graph-based evolutionary algorithm: Genetic network programming and its extension using reinforcement learning. Evolutionary Computation 15 3 (2007) 369-398
    • (2007) Evolutionary Computation , vol.15 , Issue.3 , pp. 369-398
    • Mabu, S.1    Hirasawa, K.2    Hu, J.3
  • 22
    • 30944453897 scopus 로고    scopus 로고
    • Portfolio algorithm based on portfolio beta using genetic algorithm
    • Oh K.J., Kim T.Y., Min S.H., and Lee H.Y. Portfolio algorithm based on portfolio beta using genetic algorithm. Expert Systems with Applications 30 (2006) 527-534
    • (2006) Expert Systems with Applications , vol.30 , pp. 527-534
    • Oh, K.J.1    Kim, T.Y.2    Min, S.H.3    Lee, H.Y.4
  • 23
    • 0442328961 scopus 로고    scopus 로고
    • Generating trading rules on the stock markets with genetic programming
    • Potvin J., Soriano P., and Vallee M. Generating trading rules on the stock markets with genetic programming. Computers and Operations Research 31 (2004) 1033-1047
    • (2004) Computers and Operations Research , vol.31 , pp. 1033-1047
    • Potvin, J.1    Soriano, P.2    Vallee, M.3
  • 25
    • 0012597181 scopus 로고    scopus 로고
    • Nonlinearities, cyclical behavior and predictability in stock markets: International evidence
    • Sarantis N. Nonlinearities, cyclical behavior and predictability in stock markets: International evidence. International Journal of Forecasting 17 3 (2001) 459-482
    • (2001) International Journal of Forecasting , vol.17 , Issue.3 , pp. 459-482
    • Sarantis, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.