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Coluna is a branch-and-price-and-cut framework written in Julia. You write an original MIP that models your problem using the JuMP modeling language and our specific extension BlockDecomposition offers a syntax to specify the problem decomposition. Then, Coluna reformulates the original MIP and optimizes the reformulation using the algorithms you choose. Coluna aims to be very modular and tweakable so that you can define the behavior of your customized branch-and-price-and-cut algorithm.
Features
- Coluna is a Julia Language package
- Dantzig-Wolfe decomposition
- Benders decomposition
- Branch-and-bound algorithm
- Column generation (MILP pricing solver/pricing callback)
- Stabilization for column generation
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Categories
Data VisualizationLicense
MIT LicenseFollow Coluna.jl
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