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https://github.com/jump-dev/JuMP.jl
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
https://github.com/jump-dev/JuMP.jl
conic-programs julia linear-programming mathematical-modelling mathematical-programming mixed-integer-programming modeling-language nonlinear-programming optimization semidefinite-programming
Last synced: 7 days ago
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Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
- Host: GitHub
- URL: https://github.com/jump-dev/JuMP.jl
- Owner: jump-dev
- License: other
- Created: 2012-10-10T00:34:45.000Z (about 12 years ago)
- Default Branch: master
- Last Pushed: 2024-10-25T21:49:04.000Z (14 days ago)
- Last Synced: 2024-10-29T09:50:55.394Z (10 days ago)
- Topics: conic-programs, julia, linear-programming, mathematical-modelling, mathematical-programming, mixed-integer-programming, modeling-language, nonlinear-programming, optimization, semidefinite-programming
- Language: Julia
- Homepage: http://jump.dev/JuMP.jl/
- Size: 269 MB
- Stars: 2,237
- Watchers: 85
- Forks: 395
- Open Issues: 11
-
Metadata Files:
- Readme: README.md
- Changelog: NEWS.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE.md
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.bib
Awesome Lists containing this project
- awesome-power-analysis - JuMP - Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear) (Modeling & Optimization)
- awesome-sciml - jump-dev/JuMP.jl: Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
README
---
[](https://numfocus.org)
JuMP is a domain-specific modeling language for [mathematical optimization](https://en.wikipedia.org/wiki/Mathematical_optimization)
embedded in [Julia](https://julialang.org/). You can find out more about us by
visiting [jump.dev](https://jump.dev).
| | Latest release | Development version |
| :------ | :------------------ | :------------------------- |
| Tagged version | [](https://juliahub.com/ui/Packages/General/JuMP) [](https://juliahub.com/ui/Packages/JuMP/DmXqY?t=2) | |
| Install | `import Pkg; Pkg.add("JuMP")` | `import Pkg; Pkg.pkg"add JuMP#master"` |
| Documentation | [](https://jump.dev/JuMP.jl/stable/) | [](https://jump.dev/JuMP.jl/dev/) |
| Get help | Ask a question on the [Community forum](https://jump.dev/forum) | Join the [Developer chatroom](https://jump.dev/chatroom) |
| Source code | [release-1.0](https://github.com/jump-dev/JuMP.jl/tree/release-1.0) | [master](https://github.com/jump-dev/JuMP.jl/tree/master) |
| Testing status | [](https://github.com/jump-dev/JuMP.jl/actions?query=workflow%3ACI) | [](https://github.com/jump-dev/JuMP.jl/actions?query=workflow%3ACI) |
| Coverage | [](https://codecov.io/gh/jump-dev/JuMP.jl) | [](https://codecov.io/gh/jump-dev/JuMP.jl) |
## Need help?
Use the [Community forum](https://jump.dev/forum) to search for answers to
previously asked questions, or ask a new question.
The post [Please read: make it easier to help you](https://discourse.julialang.org/t/please-read-make-it-easier-to-help-you/14757),
describes the best practices for asking a question.
## Bug reports
Please report any issues via the GitHub [issue tracker]. All types of issues
are welcome and encouraged; this includes bug reports, documentation typos,
feature requests, etc.
[issue tracker]: https://github.com/jump-dev/JuMP.jl/issues
## Citing JuMP
If you find JuMP useful in your work, we kindly request that you cite the
following paper ([journal](https://www.doi.org/10.1007/s12532-023-00239-3), [preprint](https://arxiv.org/abs/2206.03866)):
```bibtex
@article{Lubin2023,
author = {Miles Lubin and Oscar Dowson and Joaquim {Dias Garcia} and Joey Huchette and Beno{\^i}t Legat and Juan Pablo Vielma},
title = {{JuMP} 1.0: {R}ecent improvements to a modeling language for mathematical optimization},
journal = {Mathematical Programming Computation},
volume = {15},
pages = {581–589},
year = {2023},
doi = {10.1007/s12532-023-00239-3}
}
```
For earlier works, see:
* Our paper in SIAM Review ([journal](https://dx.doi.org/10.1137/15M1020575), [pdf](https://mlubin.github.io/pdf/jump-sirev.pdf)):
```bibtex
@article{DunningHuchetteLubin2017,
author = {Iain Dunning and Joey Huchette and Miles Lubin},
title = {{JuMP}: {A} {M}odeling {L}anguage for {M}athematical {O}ptimization},
journal = {SIAM Review},
volume = {59},
number = {2},
pages = {295-320},
year = {2017},
doi = {10.1137/15M1020575},
}
```
* Our paper in IJOC ([journal](https://dx.doi.org/10.1287/ijoc.2014.0623), [preprint](https://arxiv.org/abs/1312.1431)):
```bibtex
@article{LubinDunningIJOC,
author = {Miles Lubin and Iain Dunning},
title = {{C}omputing in {O}perations {R}esearch {U}sing {J}ulia},
journal = {INFORMS Journal on Computing},
volume = {27},
number = {2},
pages = {238-248},
year = {2015},
doi = {10.1287/ijoc.2014.0623},
}
```
---
JuMP is a Sponsored Project of NumFOCUS, a 501(c)(3) nonprofit charity in the
United States. NumFOCUS provides JuMP with fiscal, legal, and administrative
support to help ensure the health and sustainability of the project. Visit
[numfocus.org](https://numfocus.org) for more information.
You can support JuMP by [donating](https://numfocus.org/donate-to-jump).
Donations to JuMP are managed by NumFOCUS. For donors in the United States,
your gift is tax-deductible to the extent provided by law. As with any donation,
you should consult with your tax adviser about your particular tax situation.
JuMP's largest expense is the annual JuMP-dev workshop. Donations will help us
provide travel support for JuMP-dev attendees and take advantage of other
opportunities that arise to support JuMP development.