A Primer in Column Generation
By Jacques Desrosiers, Marco E. Lübbecke. 2005
444 citations recorded by the source corpus.
Subfields: Industrial and Manufacturing Engineering
View Paper: https://www.semanticscholar.org/paper/404756e340588d3e15059429806a8674514bbedc
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Industrial and Manufacturing Engineering
- François Soumis
- Guy Desaulniers
- Stefan Irnich
- Fausto Errico
- Sebastian Pokutta
- François Lessard
- Michael Schneider
- Marc E. Pfetsch
Citations in the corpus
- IPBoost - Non-Convex Boosting via Integer Programming (2020, methodology): “We also perform column generation, however, in an IP framework (see [15] for an introduction) rather than a purely LP-based approach, which significantly complicates things.”
- Exact Algorithms for Electric Vehicle-Routing Problems with Time Windows (2014, methodology): “If no such columns exist, the algo- rithm stops and the computed solution to the current RMP is also optimal for the complete linear relaxation [for further details, see Desrosiers and Lübbecke, 2005].”
- Dynamic Constraint Aggregation for Solving Very Large-scale Airline Crew Pairing Problems (2020, methodology): “To solve the linear relaxation of model (1)–(5) which is called the master problem, we can apply a CG algorithm (see, e.g., [10, 24]).”