Michael Kirley

Boosting Ant Colony Optimization via Solution Prediction and Machine Learning

2020 · arXiv (Cornell University)

This paper introduces an enhanced meta-heuristic (ML-ACO) that combines machine learning (ML) and ant colony optimization (ACO) to solve combinatorial optimization problems. To illustrate the underlying mechanism of our ML-ACO algorithm, we start by describing …