1 citations · 3 across the 3 of their papers we have counts for
3 papers
A New Constructive Heuristic driven by Machine Learning for the Traveling Salesman Problem
Umberto Junior Mele, Luca Maria Gambardella, Roberto Montemanni
Recent systems applying Machine Learning (ML) to solve the Traveling Salesman Problem (TSP) exhibit issues when they try to scale up to real case scenarios with several hundred ver…
Machine Learning Constructives and Local Searches for the Travelling Salesman Problem
Tommaso Vitali, Umberto Junior Mele, Luca Maria Gambardella +1
The ML-Constructive heuristic is a recently presented method and the first hybrid method capable of scaling up to real scale traveling salesman problems. It combines machine learni…
Benchmark Instances and Optimal Solutions for the Traveling Salesman Problem with Drone
Mauro Dell'Amico, Roberto Montemanni, Stefano Novellani
The use of drones in logistics is gaining more and more interest, and drones are becoming a more viable and common way of distributing parcels in an urban environment. As a consequ…