Multi-agent platform to support trading decisions in the FOREX market

被引:0
|
作者
Hernes, Marcin [1 ]
Korczak, Jerzy [2 ]
Krol, Dariusz [3 ]
Pondel, Maciej [1 ]
Becker, Joerg [4 ]
机构
[1] Wrodaw Univ Econ & Business, Dept Proc Management, Komandorska 118-120, PL-53345 Wroclaw, Poland
[2] Int Univ Logist & Transport Wroclaw, Soltysowicka 19B, PL-51168 Wroclaw, Poland
[3] Wroclaw Univ Sci & Technol, Dept Appl Informat, Wyb Wyspianskiego 27, PL-50370 Wroclaw, Poland
[4] Univ Munster, Dept Informat Syst, Leonardo Campus 3, D-48149 Munster, Germany
关键词
Multi-agent system; Supporting trading decision-making; FOREX market; CLASSIFICATION;
D O I
10.1007/s10489-024-05770-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Trading decisions often encounter risk and uncertainty complexities, significantly influencing their overall performance. Recognizing the intricacies of this challenge, computational models within information systems have become essential to support and augment trading decisions. The paper introduces the concepts of trading software agents, investment strategies, and evaluation functions that automate the selection of the most suitable strategy in near real-time, offering the potential to enhance trading effectiveness. This approach holds the promise of significantly increasing the effectiveness of investments. The research also seeks to discern how changing market conditions influence the performance of these strategies, emphasizing that no single agent or strategy universally outperforms the rest. In summary, the overarching objective of this research is to contribute to the realm of financial decision-making by introducing a pragmatic platform and strategies tailored for traders, investors, and market participants in the FOREX market. Ultimately, this endeavor aims to empower people with more informed and productive trading decisions. The contributions of this work extend beyond the theoretical realm, demonstrating a commitment to address the practical challenges faced by traders and investors in real-time decision-making within the financial markets. This multidimensional approach to financial decision support promises to enhance investment effectiveness and contribute to the broader field of algorithmic trading.
引用
收藏
页码:11690 / 11708
页数:19
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