An Algorithmic Trading Strategy for the Colombian US Dollar Inter-bank Bulk Market SET-FX Based on an Evolutionary TPOT AutoML Predictive Model

Author:

Cruz Andrea,Hernández Germán,Sandoval Javier,León Diego

Publisher

Springer Nature Switzerland

Reference21 articles.

1. Avellaneda, M., Stoikov, S.: High-frequency trading in a limit order book. Quant. Finan. 8, 217–224 (2008)

2. Biais, B., Bruno, P., Hillion, S.: An empirical analysis of the order flow and order book in the Paris bourse. J. Finan. 50(5), 1655–1689 (1995)

3. Burhani, H., Ding, G., Hernandez-Leal, P., Prince, S., Shi, D., Szeto, S.: Aiden: reinforcement learning for electronic trading (2020). https://www.borealisai.com/research-blogs/aiden-reinforcement-learning-for-order-execution

4. Cont, R., Stoikov, S., Talreja, R.: A stochastic model for order book dynamics. Oper. Res. 58(3), 549–563 (2010)

5. Elshawi, R., Maher, M., Sakr, S.: Automated machine learning: state-of-the-art and open challenges (2019). https://arxiv.org/abs/1906.02287v2

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