#ConstrainedOptimization
Uno v2.2.0 is out with C, Julia and Python interfaces 🤩
- pure #Julia interfaces to NLPModels.jl and MathOptInterface.jl
- #Python bindings using #pybind11
Developed at @zuseinstitute.bsky.social
#optimization #mathematicaloptimization #numericaloptimization #constrainedoptimization #oss #foss #uno
GitHub - cvanaret/Uno: A next-gen SQP & barrier solver for nonlinearly constrained optimization
A next-gen SQP & barrier solver for nonlinearly constrained optimization - cvanaret/Uno
github.com
October 1, 2025 at 1:52 PM
Researchers developed a slack-free penalty formulation with CVaR sampling for constrained quantum optimization, achieving 20% reduction in qubit requirements compared to standard QUBO approaches while solving multidimensional knapsack problems.

#QuantumOptimization #ConstrainedOptimization #News
Slack-Free Penalty Formulation Reduces Qubit Requirements for Constrained Quantum Optimization
iq.fp2.dev
April 27, 2026 at 2:10 PM