An intelligent short term stock trading fuzzy system for assisting investors in portfolio management

作者:

Highlights:

• The proposed short-term fuzzy system uses a set of appropriate technical indicators.

• The returns of the proposed system are higher than those of the B&H strategy.

• The proposed system avoids big losses during bear markets.

• During bull markets the system produces lower returns than the B&H strategy.

• Transaction costs significantly affect the performance of the proposed system.

摘要

•The proposed short-term fuzzy system uses a set of appropriate technical indicators.•The returns of the proposed system are higher than those of the B&H strategy.•The proposed system avoids big losses during bear markets.•During bull markets the system produces lower returns than the B&H strategy.•Transaction costs significantly affect the performance of the proposed system.

论文关键词:Fuzzy system,Stock market,Portfolio management,Technical analysis,Buy and hold strategy,Bull and bear market

论文评审过程:Received 15 April 2014, Revised 24 July 2015, Accepted 26 July 2015, Available online 3 August 2015, Version of Record 20 October 2015.

论文官网地址:https://doi.org/10.1016/j.eswa.2015.07.063