acquisitions.rst

Acquisition Functions

Add one of these to your MOOP object to generate additional scalarizations per iteration. In general, ParMOO typically generates one candidate solution per simulation per acquisition function, so the number of acquisition functions determines the number of candidate simulations evaluated (in parallel) per iteration/batch.

from parmoo import acquisitions

Current options are:

.. toctree::
    :maxdepth: 1
    :caption: Modules:

Weighted Sum Methods

.. automodule:: acquisitions.weighted_sum

.. autoclass:: UniformWeights
   :member-order: bysource
   :members:

   .. automethod:: __init__

.. autoclass:: FixedWeights
   :member-order: bysource
   :members:

   .. automethod:: __init__

Epsilon Constraint Methods

.. automodule:: acquisitions.epsilon_constraint

.. autoclass:: RandomConstraint
   :member-order: bysource
   :members:

   .. automethod:: __init__

.. autoclass:: EI_RandomConstraint
   :member-order: bysource
   :members:

   .. automethod:: __init__