J. Desai

A Machine Learning-Based Warm Start Approach to Improve the Solvability of Optimization Problems

In this research, we explore the use of machine learning (ML) techniques, notably logistic regression and decision tree algorithms, for improving the solvability of optimization problems. Recognizing that the computational time required to solve a linear programming problem can be heavily influenced by the choice of a...