GA-optimized BiLSTM with dynamic surrogate model for enhanced stock price prediction

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@Article{Liang:2026:GPEM,

• author = "Jiayu Liang and Dongdong Ling and Weisen Li",
• title = "{GA-optimized BiLSTM} with dynamic surrogate model for enhanced stock price prediction",
• journal = "Genetic Programming and Evolvable Machines",
• year = "2026",
• volume = "27",
• pages = "Article no 15",
• note = "Online first",
• keywords = "genetic algorithms, genetic programming, Stock price prediction, GA-optimized BiLSTM, Dynamic surrogate, Self-attention module, S&P 500, CSI 300, Bidirectional LSTM Long Short-Term Memory, ANN",
• ISSN = "1389-2576",
• DOI = "10.1007/s10710-026-09541-0",
• notes = "Tianjin Key Laboratory of Autonomous Intelligent Technology and System, Tiangong University, Tianjin, 300387, China",

}

Genetic Programming entries for Jiayu Liang Dongdong Ling Weisen Li

Citations