An implementation of genetic algorithms as a basis for a trading system on the foreign exchange market

被引:0
|
作者
Hryshko, A [1 ]
Downs, T [1 ]
机构
[1] Univ Queensland, Sch Informat Technol & Elect Engn, Brisbane, Qld 4072, Australia
关键词
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Foreign Exchange trading has emerged in recent times as a significant activity in many countries. As with most forms of trading, the activity is influenced by many random parameters so that the creation of a system that effectively emulates the trading process will be very helpful. In this paper we try to create such a system with a Genetic Algorithm engine to emulate trader behaviour on the Foreign Exchange market and to find the most profitable trading strategy.
引用
收藏
页码:1695 / 1701
页数:7
相关论文
共 50 条
  • [1] System for foreign exchange trading using genetic algorithms and reinforcement learning
    Hryshko, A
    Down, T
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2004, 35 (13-14) : 763 - 774
  • [2] A foreign exchange market trading system by combining GHSOM and SVR
    de Brito, Rodrigo F. B.
    Oliveira, Adriano L. I.
    2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2012,
  • [3] Foreign exchange trading models and market behavior
    Gençay, R
    Dacorogna, M
    Olsen, R
    Pictet, O
    JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 2003, 27 (06): : 909 - 935
  • [4] Intraday technical trading in the foreign exchange market
    Neely, CJ
    Weller, PA
    JOURNAL OF INTERNATIONAL MONEY AND FINANCE, 2003, 22 (02) : 223 - 237
  • [5] Optimal informed trading in the foreign exchange market
    Vitale, Paolo
    EUROPEAN JOURNAL OF FINANCE, 2012, 18 (10): : 989 - 1013
  • [6] Technical trading: Is it still beating the foreign exchange market?
    Hsu, Po-Hsuan
    Taylor, Mark P.
    Wang, Zigan
    JOURNAL OF INTERNATIONAL ECONOMICS, 2016, 102 : 188 - 208
  • [7] Genetically programmed trading rules for the foreign exchange market
    Pavlidis, N. G.
    Pavlidis, E. G.
    Vrahatis, M. N.
    RECENT PROGRESS IN COMPUTATIONAL SCIENCES AND ENGINEERING, VOLS 7A AND 7B, 2006, 7A-B : 438 - +
  • [8] FORECASTING AND TRADING STRATEGY FOR THE FOREIGN-EXCHANGE MARKET
    RAWANI, AM
    MOHAPATRA, DK
    SRINIVASAN, S
    MOHAPATRA, PKJ
    MEHTA, MS
    RAO, GP
    INFORMATION AND DECISION TECHNOLOGIES, 1993, 19 (01): : 55 - 62
  • [9] CHARTISTS, FUNDAMENTALISTS, AND TRADING IN THE FOREIGN-EXCHANGE MARKET
    FRANKEL, JA
    FROOT, KA
    AMERICAN ECONOMIC REVIEW, 1990, 80 (02): : 181 - 185
  • [10] Exploring Trading Strategies and Their Effects in the Foreign Exchange Market
    Aloud, Monira
    Fasli, Maria
    COMPUTATIONAL INTELLIGENCE, 2017, 33 (02) : 280 - 307