Julia Smooth Optimizers

is an organization on GitHub containing a collection of Julia packages for Nonlinear Optimization software development, testing, and benchmarking.

We provide tools for building models, access to repositories of problems, subproblem solving, linear algebra, and solving problems. This site will serve as the repository of information about JSO and its packages.

News and Blogposts

2024-01-30
Krylov.jl: Elevating JuliaSmoothOptimizers to New Heights!

The Krylov.jl paper by Alexis Montoison and Dominique Orban has been published in JOSS.

Ecosystems

Understand our packages

Linear Algebra
Models
Solvers

Tutorials

We are centralizing all JSO tutorials in this page. You can find the full list here.

Our latest tutorial is


Comparing subsolvers for NLS solvers
This tutorial showcases some advanced features of solvers in JSOSolvers..

Talk to us

You can find us in the following channels: