1Blurb:: Construct moving least squares surrogate over active subspace
2
3Description::
4
5Once the active subspace variables have been identified, replace the
6fullspace truth model with a moving least squares surrogate model over
7the reduced variables.  The surrogate is constructed using the
8fullspace function value samples collected during subspace
9identification, possibly supplemented with additional \ref
10model-active_subspace-build_surrogate-refinement_samples in the
11fullspace.
12
13<b> Default Behavior </b>
14
15No surrogate is constructed by default.
16
17Topics::
18
19Examples::
20\verbatim
21model
22  active_subspace
23    id_model = 'SUBSPACE'
24    actual_model_pointer = 'FULLSPACE'
25    initial_samples  100
26   build_surrogate
27     refinement_samples 10
28\endverbatim
29Theory::
30Faq::
31See_Also::
32