Machine-Learning–Based Column Selection for Column Generation

Machine Learning for Combinatorial Optimization: a Methodological Tour d’Horizon

(2020) Yoshua Bengio et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Exact Branch-Price-and-Cut Algorithms for Vehicle Routing

(2019) Luciano Costa et al.   TRANSPORTATION SCIENCE

Accelerating the Branch-and-Price Algorithm Using Machine Learning

(2018) Roman Václavík et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

On learning and branching: a survey

(2017) Andrea Lodi et al.   Top

Reaching the elementary lower bound in the vehicle routing problem with time windows

(2015) Claudio Contardo et al.   NETWORKS

Integral Simplex Using Decomposition for the Set Partitioning Problem

(2014) Abdelouahab Zaghrouti et al.   OPERATIONS RESEARCH

New Route Relaxation and Pricing Strategies for the Vehicle Routing Problem

(2011) Roberto Baldacci et al.   OPERATIONS RESEARCH

On the choice of explicit stabilizing terms in column generation

(2008) Hatem M.T. Ben Amor et al.   DISCRETE APPLIED MATHEMATICS

The Graph Neural Network Model

(2008) F. Scarselli et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Multi-phase dynamic constraint aggregation for set partitioning type problems

(2008) Issmail Elhallaoui et al.   MATHEMATICAL PROGRAMMING

Subset-Row Inequalities Applied to the Vehicle-Routing Problem with Time Windows

(2007) Mads Jepsen et al.   OPERATIONS RESEARCH

Set partitioning/covering-based approaches for the integrated vehicle and crew scheduling problem

(2006) Marta Mesquita et al.   COMPUTERS & OPERATIONS RESEARCH

Bi-dynamic constraint aggregation and subproblem reduction

(2006) Issmail Elhallaoui et al.   COMPUTERS & OPERATIONS RESEARCH