OpenMDAO Driver plugin for AMIEGO (A Mixed Integer Efficient Global Optimization)
AMIEGO is an experimental OpenMDAO driver for solving mixed-integer optimization problems. The approach combines gradient-based optimization, to optimize the continuous design space, together with an efficient global optimization (EGO), for exploration in the integer design space. More details on the theory and the algorithm implementation can be found in the references below.
After cloning the repository, enter the AMIEGO directory while in an activated OpenMDAO environment and type:
pip install -e .
This will make import available from the amiego package.
See the examples directory for several examples of how to use this plugin.