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Volumn 18, Issue 4, 2012, Pages 627-656

A Forex trading system based on a genetic algorithm

Author keywords

Finance; Foreign exchange rates; Genetic algorithms; Technical trading rules

Indexed keywords

FORECASTING ABILITY; FOREIGN EXCHANGE RATES; FOREX MARKETS; FOREX TRADING; SET OF RULES; STIRLING; TECHNICAL TRADING RULES; TRADING SYSTEMS; TRANSACTION COST;

EID: 84865236321     PISSN: 13811231     EISSN: 15729397     Source Type: Journal    
DOI: 10.1007/s10732-012-9201-y     Document Type: Article
Times cited : (32)

References (32)
  • 1
    • 0037985261 scopus 로고    scopus 로고
    • Forecasting exchange rates using genetic algorithms
    • DOI 10.1080/13504850210158250
    • M. Alvarez-Diaz A. Alvarez 2003 Forecasting exchange rates using genetic algorithms Appl. Econ. Lett. 10 6 319 322 10.1080/13504850210158250 (Pubitemid 36650390)
    • (2003) Applied Economics Letters , vol.10 , Issue.6 , pp. 319-322
    • Alvarez-Diaz, M.1    Alvarez, A.2
  • 2
    • 34547292874 scopus 로고    scopus 로고
    • Evolving technical trading rules for spot foreign-exchange markets using grammatical evolution
    • 1115.91357 10.1007/s10287-004-0018-5
    • A. Brabazon M. O'Neill 2004 Evolving technical trading rules for spot foreign-exchange markets using grammatical evolution Comput. Manag. Sci. 1 3 311 327 1115.91357 10.1007/s10287-004-0018-5
    • (2004) Comput. Manag. Sci. , vol.1 , Issue.3 , pp. 311-327
    • Brabazon, A.1    O'Neill, M.2
  • 4
    • 85008856928 scopus 로고    scopus 로고
    • A real-time adaptive trading system using genetic programming
    • 10.1088/1469-7688/1/4/301
    • M.A.H. Dempster C.M. Jones 2001 A real-time adaptive trading system using genetic programming Quant. Finance 1 4 397 413 10.1088/1469-7688/1/4/301
    • (2001) Quant. Finance , vol.1 , Issue.4 , pp. 397-413
    • Dempster, M.A.H.1    Jones, C.M.2
  • 5
    • 0032676013 scopus 로고    scopus 로고
    • Optimising intraday trading models with genetic algorithms
    • C. Dunis A. Harris, et al. 1999 Optimising intraday trading models with genetic algorithms Neural Netw. World 9 3 193 223
    • (1999) Neural Netw. World , vol.9 , Issue.3 , pp. 193-223
    • Dunis, C.1    Harris, A.2
  • 6
    • 34547929938 scopus 로고    scopus 로고
    • Does the choice of performance measure influence the evaluation of hedge funds?
    • 10.1016/j.jbankfin.2006.09.015
    • M. Eling F. Schuhmacher 2007 Does the choice of performance measure influence the evaluation of hedge funds? J. Bank. Finance 31 9 2632 2647 10.1016/j.jbankfin.2006.09.015
    • (2007) J. Bank. Finance , vol.31 , Issue.9 , pp. 2632-2647
    • Eling, M.1    Schuhmacher, F.2
  • 7
    • 0000480869 scopus 로고
    • Efficient capital markets: A review of theory and empirical work
    • 10.2307/2325486
    • E.F. Fama 1970 Efficient capital markets: a review of theory and empirical work J. Finance 25 2 383 417 10.2307/2325486
    • (1970) J. Finance , vol.25 , Issue.2 , pp. 383-417
    • Fama, E.F.1
  • 10
    • 70350733080 scopus 로고    scopus 로고
    • The pros and cons of "drawdown" as a statistical measure of risk for investments
    • D. Harding G. Nakou, et al. 2003 The pros and cons of "drawdown" as a statistical measure of risk for investments AIMA Journal April 16 17
    • (2003) AIMA Journal , pp. 16-17
    • Harding, D.1    Nakou, G.2
  • 12
    • 11344285123 scopus 로고    scopus 로고
    • System for foreign exchange trading using genetic algorithms and reinforcement learning
    • DOI 10.1080/10.1080/00207720412331303697
    • A. Hryshko T. Downs 2004 System for foreign exchange trading using genetic algorithms and reinforcement learning Int. J. Syst. Sci. 35 13 763 774 1109.91382 10.1080/00207720412331303697 (Pubitemid 40072665)
    • (2004) International Journal of Systems Science , vol.35 , Issue.13-14 , pp. 763-774
    • Hryshko, A.1    Downs, T.2
  • 13
    • 0346750898 scopus 로고    scopus 로고
    • Genetic programming prediction of stock prices
    • 0979.91039 10.1023/A:1008768404046
    • M.A. Kaboudan 2000 Genetic programming prediction of stock prices Comput. Econ. 16 3 207 236 0979.91039 10.1023/A:1008768404046
    • (2000) Comput. Econ. , vol.16 , Issue.3 , pp. 207-236
    • Kaboudan, M.A.1
  • 14
    • 0032703962 scopus 로고    scopus 로고
    • Technical trading rule profitability and foreign exchange intervention
    • DOI 10.1016/S0022-1996(98)00061-0, PII S0022199698000610
    • B. LeBaron 1999 Technical trading rule profitability and foreign exchange intervention J. Int. Econ. 49 1 125 143 10.1016/S0022-1996(98)00061-0 (Pubitemid 29506849)
    • (1999) Journal of International Economics , vol.49 , Issue.1 , pp. 125-143
    • LeBaron, B.1
  • 16
    • 0041776665 scopus 로고
    • The significance of technical trading-rule profits in the foreign exchange market: A bootstrap approach
    • 10.1016/0261-5606(93)90034-9
    • R.M. Levich L.R. Thomas 1993 The significance of technical trading-rule profits in the foreign exchange market: a bootstrap approach J. Int. Money Financ. 12 5 451 474 10.1016/0261-5606(93)90034-9
    • (1993) J. Int. Money Financ. , vol.12 , Issue.5 , pp. 451-474
    • Levich, R.M.1    Thomas, L.R.2
  • 17
    • 7544242629 scopus 로고    scopus 로고
    • The adaptive markets hypothesis
    • 10.3905/jpm.2004.442611
    • A.W. Lo 2004 The adaptive markets hypothesis J. Portf. Manag. 30 5 15 29 10.3905/jpm.2004.442611
    • (2004) J. Portf. Manag. , vol.30 , Issue.5 , pp. 15-29
    • Lo, A.W.1
  • 18
    • 38349033361 scopus 로고    scopus 로고
    • The obstinate passion of foreign exchange professionals: Technical analysis
    • 10.1257/jel.45.4.936
    • L. Menkhoff M.P. Taylor 2007 The obstinate passion of foreign exchange professionals: technical analysis J. Econ. Lit. 45 4 936 972 10.1257/jel.45.4.936
    • (2007) J. Econ. Lit. , vol.45 , Issue.4 , pp. 936-972
    • Menkhoff, L.1    Taylor, M.P.2
  • 21
    • 0037375935 scopus 로고    scopus 로고
    • Intraday technical trading in the foreign exchange market
    • DOI 10.1016/S0261-5606(02)00101-8, PII S0261560602001018
    • C. Neely P. Weller 2003 Intraday technical trading in the foreign exchange market J. Int. Money Financ. 22 2 223 237 10.1016/S0261-5606(02)00101-8 (Pubitemid 36316541)
    • (2003) Journal of International Money and Finance , vol.22 , Issue.2 , pp. 223-237
    • Neely, C.J.1    Weller, P.A.2
  • 22
    • 0031328861 scopus 로고    scopus 로고
    • Is technical analysis in the foreign exchange market profitable? A genetic programming approach
    • 10.2307/2331231
    • C. Neely P. Weller, et al. 1997 Is technical analysis in the foreign exchange market profitable? A genetic programming approach J. Financ. Quant. Anal. 32 4 405 426 10.2307/2331231
    • (1997) J. Financ. Quant. Anal. , vol.32 , Issue.4 , pp. 405-426
    • Neely, C.1    Weller, P.2
  • 23
    • 68949190594 scopus 로고    scopus 로고
    • The adaptive markets hypothesis: Evidence from the foreign exchange market
    • 10.1017/S0022109009090103
    • C.J. Neely P.A. Weller, et al. 2009 The adaptive markets hypothesis: evidence from the foreign exchange market J. Financ. Quant. Anal. 44 02 467 488 10.1017/S0022109009090103
    • (2009) J. Financ. Quant. Anal. , vol.44 , Issue.2 , pp. 467-488
    • Neely, C.J.1    Weller, P.A.2
  • 24
    • 0242721052 scopus 로고    scopus 로고
    • Have trading rule profits in the currency markets declined over time?
    • DOI 10.1016/S0378-4266(02)00399-0, PII S0378426602003990
    • D. Olson 2004 Have trading rule profits in the currency markets declined over time? J. Bank. Finance 28 1 85 105 10.1016/S0378-4266(02)00399-0 (Pubitemid 37421943)
    • (2004) Journal of Banking and Finance , vol.28 , Issue.1 , pp. 85-105
    • Olson, D.1
  • 26
    • 34547885376 scopus 로고    scopus 로고
    • What do we know about the profitability of technical analysis?
    • DOI 10.1111/j.1467-6419.2007.00519.x
    • C.-H. Park S.H. Irwin 2007 What do we know about the profitability of technical analysis? J. Econ. Surv. 21 4 786 826 10.1111/j.1467-6419.2007.00519.x (Pubitemid 47249752)
    • (2007) Journal of Economic Surveys , vol.21 , Issue.4 , pp. 786-826
    • Park, C.-H.1    Irwin, S.H.2
  • 27
    • 0029191076 scopus 로고
    • Using genetic algorithms for robust optimization in financial applications
    • O.V. Pictet M.M. Dacorogna, et al. 1995 Using genetic algorithms for robust optimization in financial applications Neural Netw. World 5 4 573 587
    • (1995) Neural Netw. World , vol.5 , Issue.4 , pp. 573-587
    • Pictet, O.V.1    Dacorogna, M.M.2
  • 30
    • 45949094269 scopus 로고    scopus 로고
    • Components of the profitability of technical currency trading
    • 10.1080/09603100701335416
    • S. Schulmeister 2008 Components of the profitability of technical currency trading Appl. Financ. Econ. 18 11 917 930 10.1080/09603100701335416
    • (2008) Appl. Financ. Econ. , vol.18 , Issue.11 , pp. 917-930
    • Schulmeister, S.1
  • 31
    • 0000935002 scopus 로고
    • Beating the foreign exchange market
    • R.J. Sweeney 1986 Beating the foreign exchange market J. Finance 41 1 163 182
    • (1986) J. Finance , vol.41 , Issue.1 , pp. 163-182
    • Sweeney, R.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.