searches.rst

Search Techniques

A search technique is associated with each simulation when the simulation dictionary is added to the MOOP object. This technique is used for generating simulation data prior to the first iteration of ParMOO, so that the initial surrogate models can be fit.

For most search techniques, it is highly recommended that you supply the following optional hyperparameter keys/values:

• search_budget (int): specifies how many samples will be generated for this simulation.

from parmoo import searches

Available search techniques are as follows:

Latin Hypercube Sampling

.. automodule:: searches.latin_hypercube

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

   .. automethod:: __init__