Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment

Weizhe Ren, Yichen Qin, Yang Li

Traditional genetic programming (GP) often struggles in stock alpha factor discovery due to its vast search space, overwhelming computational burden, and sporadic effective alphas.…