Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies

Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies

Algorithmic trading has revolutionized financial markets, offering rapid and efficient trade execution. The integration of deep learning (DL) into these systems has further enhanced predictive capabilities, providing sophisticated models that capture complex, non-linear market patterns. This systema...

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Bibliographic Details
Main Authors: MD Shahriar Mahmud Bhuiyan, MD AL Rafi, Gourab Nicholas Rodrigues, MD Nazmul Hossain Mir, Adit Ishraq, M.F. Mridha, Jungpil Shin
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Array
Subjects:
Algorithmic trading
Financial market prediction
Stock price forecasting
Predictive modeling
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2590005625000177
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