File: functional_chaos_expansion.rst

package info (click to toggle)
openturns 1.7-3
  • links: PTS, VCS
  • area: main
  • in suites: stretch
  • size: 38,588 kB
  • ctags: 26,495
  • sloc: cpp: 144,032; python: 26,855; ansic: 7,868; sh: 419; makefile: 263; yacc: 123; lex: 44
file content (65 lines) | stat: -rw-r--r-- 1,424 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
============================================
Response surface: Functional chaos expansion
============================================

.. currentmodule:: openturns

Functional chaos algorithm
==========================

.. autosummary::
    :toctree: _generated/
    :template: class.rst_t

    FunctionalChaosAlgorithm

Construction of the truncated multivariate orthogonal basis
===========================================================

.. autosummary::
    :toctree: _generated/
    :template: class.rst_t

    AdaptiveStrategy
    CleaningStrategy
    FixedStrategy
    SequentialStrategy

Computation of the polynomial chaos coefficients
================================================

.. autosummary::
    :toctree: _generated/
    :template: class.rst_t

    ProjectionStrategy
    IntegrationStrategy
    LeastSquaresStrategy
    ApproximationAlgorithm
    PenalizedLeastSquaresAlgorithmFactory
    PenalizedLeastSquaresAlgorithm
    LeastSquaresMetaModelSelectionFactory
    LeastSquaresMetaModelSelection
    BasisSequenceFactory
    LAR
    FittingAlgorithm
    CorrectedLeaveOneOut
    KFold

Functional chaos result
=======================

.. autosummary::
    :toctree: _generated/
    :template: class.rst_t

    FunctionalChaosResult

Functional chaos random vector
==============================

.. autosummary::
    :toctree: _generated/
    :template: class.rst_t

    FunctionalChaosRandomVector