Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Polynomial optimization meta-solver based on algebraic system solver #80

Merged
merged 34 commits into from
Dec 16, 2022

Conversation

blegat
Copy link
Member

@blegat blegat commented Dec 2, 2022

This solvers rewrites any nonlinear JuMP model for which the objective and constraints are polynomial expressions into its KKT system of equations.
The KKT system is then solved with any solver implementing the SemialgebraicSets interface.
cc @saschatimme @PBrdng In praticular this will allow to solve JuMP models with HomotopyContinuation.jl
I will add it to https://jump.dev/SumOfSquares.jl/latest/generated/Polynomial%20Optimization/polynomial_optimization/ once this is merged

@blegat blegat merged commit df4d9e5 into master Dec 16, 2022
@odow odow deleted the bl/algebraic_KKT branch April 10, 2023 02:45
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Development

Successfully merging this pull request may close these issues.

1 participant