A Linear Programming Enhanced Genetic Algorithm for Hyperparameter Tuning in Machine Learning

Ankur Sinha, Paritosh Pankaj

In this paper, we formulate the hyperparameter tuning problem in machine learning as a bilevel program. The bilevel program is solved using a micro genetic algorithm that is enhanc…