Volume 43, Issue 3

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September 2021

Special Issue on Machine Learning and Combinatorial Optimization

Issue Editors:

Gianni A. Di Caro ,
Vittorio Maniezzo,
Roberto Montemanni,
Matteo Salani

9 articles in this issue

Machine learning and combinatorial optimization, editorial
Gianni A. Di Caro
Vittorio Maniezzo
Matteo Salani
EDITORIAL 28 June 2021 Pages: 603 - 605
Generalization of machine learning for problem reduction: a case study on travelling salesman problems
Yuan Sun
Andreas Ernst
Jake Weiner
Regular Article 01 September 2020 Pages: 607 - 633
A novel solution approach with ML-based pseudo-cuts for the Flight and Maintenance Planning problem
Franco Peschiera
Robert Dell
Olga Battaïa
Regular Article 17 June 2020 Pages: 635 - 664
An analytics-based heuristic decomposition of a bilevel multiple-follower cutting stock problem
Adejuyigbe O. Fajemisin
Laura Climent
Steven D. Prestwich
Original Article Open access 28 May 2021 Pages: 665 - 692
A machine learning-based branch and price algorithm for a sampled vehicle routing problem
Nikolaus Furian
Michael O’Sullivan
Eranda Çela
Regular Article Open access 30 January 2021 Pages: 693 - 732
Mathematical optimization for time series decomposition
Seyma Gozuyilmaz
O. Erhun Kundakcioglu
Original Article 08 June 2021 Pages: 733 - 758
Estimation of a logistic regression model by a genetic algorithm to predict pipe failures in sewer networks
Alicia Robles-Velasco
Pablo Cortés
Luis Onieva
Regular Article 15 January 2021 Pages: 759 - 776
A column-oriented optimization approach for the generation of correlated random vectors
Jorge A. Sefair
Oscar Guaje
Andrés L. Medaglia
Regular Article 25 February 2021 Pages: 777 - 808
Leveraged least trimmed absolute deviations
Nathan Sudermann-Merx
Steffen Rebennack
Original Article Open access 15 April 2021 Pages: 809 - 834

Volume 43, Issue 3

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