Multiple objectives escaping bird search optimization and its application in stock market prediction based on transformer model
Abstract Stock market prediction has long attracted the attention of academia and industry due to its potential for substantial financial returns. Despite the availability of various forecasting methods, such as CNN, LSTM, BiLSTM, GRU, and Transformer, the hyperparameter optimization of these models...
Saved in:
| Main Authors: | Dedai Wei, Zimo Wang, Minyu Qiu, Juntao Yu, Jiaquan Yu, Yurun Jin, Xinye Sha, Kaichen Ouyang |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-02-01
|
| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-88883-8 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
LIMITS AND OPERATIONAL EVALUATION OF THE SPAWNERS ESCAPEMENT TO THE SPAWNING GROUNDS AS TOOLS FOR PROSPECTIVE AND SHORT-TERM MANAGEMENT OF THE PACIFIC SALMON STOCKS IN THE RIVERS OF THE FAR-EASTERN FISHERIES BASIN
by: E. A. Shevlyakov, et al.
Published: (2019-03-01) -
Enhanced secretary bird optimization algorithm with multi-strategy fusion and Cauchy–Gaussian crossover
by: Xinle Wang, et al.
Published: (2025-07-01) -
Collective escape waves provide a generic defence against different avian predators
by: David Bierbach, et al.
Published: (2025-03-01) -
Balanced dung beetle optimization algorithm based on parameter substitution and escape strategy
by: Chen-Xu Tian, et al.
Published: (2025-01-01) -
Evolving Many-Objective Job Shop Scheduling Dispatching Rules via Genetic Programming With Adaptive Search Based on the Frequency of Features
by: Atiya Masood, et al.
Published: (2025-01-01)