jump-dev / jump-dev/MatrixOptInterface.jl
Add basic presolve into MatOI
- Lenguaje dominante
- Julia
- Estrellas
- 12
- Forks
- 4
- Merge medio
- 5 h 50 min
- PR fusionados (30 d)
- 3
Descripción
I open this issue to discuss a more long-term subject: I wonder if we could include basic presolve operations into MatOI?
I think it would be easier to develop that inside this package instead of MOI, but I may be wrong. The idea would be to share the efforts and get good presolve abilities for LP's solver written in pure Julia, like [Tulip.jl](https://github.com/ds4dm/Tulip.jl/) or [Simplex.jl](https://github.com/exanauts/Simplex.jl).
An idea would be to adapt already existing codes, like
- [Scipy presolve](https://github.com/scipy/scipy/blob/v1.5.1/scipy/optimize/_linprog_util.py#L443)
- [Tulip.jl presolve](https://github.com/ds4dm/Tulip.jl/tree/master/src/Presolve), cc @mtanneau
- [HiGHs presolve](https://github.com/ERGO-Code/HiGHS/tree/master/src/presolve)
I think [Presolving in linear programming](https://link.springer.com/article/10.1007/BF01586000) by E. Andersen and K. Andersen, is also a good paper to grasp inspiration from.
Guía de contribución
No hay ninguna guía de contribución indexada para este repositorio
Evaluación
Este issue todavía no se ha evaluado.