About MomentPolynomialOpt.jl

Dependencies

A version of Julia >= 1.3 should be used.

It depends on the following packages, which are installed automatically:

Combinatorics for the computation of polar ideals.
Dualization for the use of dual optimization solvers on the moment optimization problems.
DynamicPolynomials
JuMP
LinearAlgebra
MultivariateSeries (v>=1.1.2) for the representation of moment sequences and the decomposition of series.

To solve the moment optimization problems, SDP optimizers have also to be installed, such as MosekTools, CSD, ...

Development

The git project of the package is https://github.com/AlgebraicGeometricModeling/MomentPolynomialOpt.jl.

The main developpers are (so far)

Lorenzo Baldi
Bernard Mourrain

The development is done in relation with the activity of the network POEMA.

See also

Other Julia packages are currently developed for polynomial and moment optimization: