Pyomo Interface to MC++

The Pyomo-MC++ interface allows for bounding of factorable functions using the MC++ library developed by the OMEGA research group at Imperial College London. Documentation for MC++ may be found on the MC++ website.

Default Installation

Pyomo now supports automated downloading and compilation of MC++. To install MC++ and other third party compiled extensions, run:

pyomo download-extensions
pyomo build-extensions

To get and install just MC++, run the following commands in the pyomo/contrib/mcpp directory:

python getMCPP.py
python build.py

This should install MC++ to the pyomo plugins directory, by default located at $HOME/.pyomo/.

Manual Installation

Support for MC++ has only been validated by Pyomo developers using Linux and OSX. Installation instructions for the MC++ library may be found on the MC++ website.

We assume that you have installed MC++ into a directory of your choice. We will denote this directory by $MCPP_PATH. For example, you should see that the file $MCPP_PATH/INSTALL exists.

Navigate to the pyomo/contrib/mcpp directory in your pyomo installation. This directory should contain a file named mcppInterface.cpp. You will need to compile this file using the following command:

g++ -I $MCPP_PATH/src/3rdparty/fadbad++ -I $MCPP_PATH/src/mc -I /usr/include/python3.6 -fPIC -O2 -c mcppInterface.cpp

This links the MC++ required library FADBAD++, MC++ itself, and Python to compile the Pyomo-MC++ interface. If successful, you will now have a file named mcppInterface.o in your working directory. If you are not using Python 3.6, you will need to link to the appropriate Python version. You now need to create a shared object file with the following command:

g++ -shared mcppInterface.o -o mcppInterface.so

You may then test your installation by running the test file:

python test_mcpp.py