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Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

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jump-dev/JuMP.jl

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JuMP.jl logo.

Powered by NumFOCUS

JuMP is a domain-specific modeling language formathematical optimizationembedded inJulia. You can find out more about us byvisitingjump.dev.

Latest releaseDevelopment version
Tagged versionversionJuliaHub
Installimport Pkg; Pkg.add("JuMP")import Pkg; Pkg.pkg"add JuMP#master"
Documentationstabledev
Get helpAsk a question on theCommunity forumJoin theDeveloper chatroom
Source coderelease-1.0master
Testing statusBuild StatusBuild Status
Coveragecodecovcodecov

Need help?

Use theCommunity forum to search for answers topreviously asked questions, or ask a new question.

The postPlease read: make it easier to help you,describes the best practices for asking a question.

Bug reports

Please report any issues via the GitHubissue tracker. All types of issuesare welcome and encouraged; this includes bug reports, documentation typos,feature requests, etc.

Citing JuMP

If you find JuMP useful in your work, we kindly request that you cite thefollowing paper (journal,preprint):

@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,pdf):

    @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,preprint):

    @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},}

NumFOCUS logo

JuMP is a Sponsored Project of NumFOCUS, a 501(c)(3) nonprofit charity in theUnited States. NumFOCUS provides JuMP with fiscal, legal, and administrativesupport to help ensure the health and sustainability of the project. Visitnumfocus.org for more information.

You can support JuMP bydonating.

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 usprovide travel support for JuMP-dev attendees and take advantage of otheropportunities that arise to support JuMP development.

Sponsor this project

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