Title of article :
Genetic algorithms for the investment of the mutual fund with global trend indicator
Author/Authors :
Tsai، نويسنده , , Tsung-Jung and Yang، نويسنده , , Chang-Biau and Peng، نويسنده , , Yung-Hsing، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Pages :
5
From page :
1697
To page :
1701
Abstract :
Our investment strategy for the world mutual funds can be divided into three main parts. First, the global trend indicator (GTI) is defined for evaluating the price change trend of the funds in the future. Then, based on GTI, we derive the monitoring indicator (MI) to measure whether the fund market is in the bull or bear state. Finally, to decide the signal for buying or selling funds, a genetic algorithm is invoked to dynamically select funds according to their past performances (profitability). In our experimental results from January 1999 to December 2008 (10 years in total), we achieve the annual profit higher than 10%.
Keywords :
FUND , Indicator , Algorithm , Genetic , Investment strategy
Journal title :
Expert Systems with Applications
Serial Year :
2011
Journal title :
Expert Systems with Applications
Record number :
2348809
Link To Document :
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