Navigating the Alpha Jungle: An LLM-Powered MCTS Framework for Formulaic Factor Mining

Yu Shi, Yitong Duan, Jian Li

Alpha factor mining is pivotal in quantitative investment for identifying predictive signals from complex financial data. While traditional formulaic alpha mining relies on human e…