mghasemi / Irene

Irene is a python package that aims to be a toolkit for global optimization problems that can be realized algebraically. It generalizes Lasserre's Relaxation method to handle theoretically any optimization problem with bounded feasibility set. The method is based on solutions of generalized truncated moment problems over commutative real algebras.

Irene

Irene is a python package that aims to be a toolkit for global optimization problems that can be realized algebraically. It generalizes Lasserre's Relaxation method to handle theoretically any optimization problem with bounded feasibility set. The method is based on solutions of generalized truncated moment problem over commutative real algebras.

Requirements

For symbolic computations Irene depends on SymPy and for numeric computations uses NumPy.

To solve semidefinite programs, at least one of the following solvers must be available:

• cvxopt,
• dsdp,
• sdpa,
• csdp.

Installation

To obtain Irene visit https://github.com/mghasemi/Irene.

For more detals refer to the documentation.

For system-wide installation run:

sudo python setup.py install

License

Irene is distributed under MIT license.