Uno: a next-gen solver for nonconvex optimization

Next-gen Lagrange-Newton solver for nonconvex optimization. Unifies barrier/SQP methods in a generic way. Competitive against IPOPT, filterSQP, SNOPT, CONOPT

[Uno: a next-gen solver for nonconvex optimization @UnoSolver]

Uno starred 100 times on Github 💫 https://t.co/iDhE5tEwkd
Thanks for your interest and stay tuned!
Further developments (interfaces to Python and JuMP, L-BFGS, iterative linear solvers, and more) starting in March
#nonconvexoptimization #nonlinearoptimization #cpp #UnoSolver

[Charlie Vanaret @cvanaret]

I'll be giving the talk "Unifying Nonlinear Optimization" at @ZuseInstitute on May 10, 12:00 in the lecture hall
Joint work with @SvenLeyffer
👉 @UnoSolver - https://t.co/DBc5rD1GXY

#nonlinearoptimization #optimization #optimisation #nonlinearprogramming #unosolver #cplusplus

[Uno: a next-gen solver for nonconvex optimization @UnoSolver]

Here's the latest performance profile of Uno. Our SQP is a tad faster/more robust than filterSQP and our IPM is closing in on IPOPT!
#optimization #mathematicalprogramming #nonlinearprogramming #unosolver #interiorpoint #sqp
@cvanaret @SvenLeyffer

[Uno: a next-gen solver for nonconvex optimization @UnoSolver]

My #git repo reached 1,000 commits!
👉 https://t.co/iDhE5tEwkd
#unosolver #nonlinearoptimization #cpplus #github
@cvanaret

[Uno: a next-gen solver for nonconvex optimization @UnoSolver]

Our latest performance profile shows that Uno is competitive against state-of-the-art NLP solvers filterSQP and IPOPT.
All that in 6,000 lines of code. Try it out!
#nonlinearprogramming #nlp #unosolver #optimization #nonlinearoptimization #research #performanceprofile

[Uno: a next-gen solver for nonconvex optimization @UnoSolver]

Uno (Unifying Nonlinear Optimization) is available as open-source software under the MIT license. Check it out!
#nonlinearprogramming #nlp #unosolver #optimization #nonlinearoptimization #research
https://t.co/iDhE5tmUVD