Lifting the Performance of a Heuristic for the Time-Dependent Travelling Salesman Problem through Machine Learning

In recent years, there have been several attempts to use machine learning techniques to improve the performance of exact and approximate optimization algorithms. Along this line of research, the present paper shows how supervised and unsupervised techniques can be used to improve the quality of the...

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Bibliographic Details
Main Authors: Gianpaolo Ghiani, Tommaso Adamo, Pierpaolo Greco, Emanuela Guerriero
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/13/12/340