2 Copyright (C) 2008-2023 EDF R&D
4 This file is part of SALOME ADAO module.
6 This library is free software; you can redistribute it and/or
7 modify it under the terms of the GNU Lesser General Public
8 License as published by the Free Software Foundation; either
9 version 2.1 of the License, or (at your option) any later version.
11 This library is distributed in the hope that it will be useful,
12 but WITHOUT ANY WARRANTY; without even the implied warranty of
13 MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
14 Lesser General Public License for more details.
16 You should have received a copy of the GNU Lesser General Public
17 License along with this library; if not, write to the Free Software
18 Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
20 See http://www.salome-platform.org/ or email : webmaster.salome@opencascade.com
22 Author: Jean-Philippe Argaud, jean-philippe.argaud@edf.fr, EDF R&D
24 .. _section_reference:
26 ================================================================================
27 **[DocR]** Reference description of the ADAO commands and keywords
28 ================================================================================
30 The following sections present the reference description of the ADAO commands
31 and keywords available through the textual interface (TUI), the graphical
32 interface (GUI) or through scripts. Two first common sections present the
33 :ref:`section_reference_entry` and the :ref:`section_reference_special_entry`.
34 After that, one describes successively the
35 :ref:`section_reference_assimilation` and the
36 :ref:`section_reference_checking`.
38 Each command or keyword to be defined through the ADAO TUI or GUI has some
39 properties. The first property is to be *required*, *optional* or only factual,
40 describing a type of input. The second property is to be an "open" variable
41 with a fixed type but with any value allowed by the type, or a "restricted"
42 variable, limited to some specified values. The embedded case editor GUI having
43 build-in validating capacities, the properties of the commands or keywords
44 given through this interface are automatically correct.
46 .. _section_reference_entry:
48 ================================================================================
49 **[DocR]** General entries and outputs
50 ================================================================================
52 This section describes in a very general way the different options of input
53 types and output variables. The mathematical notations used are explained in
54 section :ref:`section_theory`.
60 ref_options_AlgorithmParameters
63 .. _section_reference_special_entry:
65 ============================================================================================
66 **[DocR]** Special entries: measurements, functions, matrices, "*observer*", post-processing
67 ============================================================================================
69 This section describes special inputs, such as functional or matrix forms, and
70 the requirements for using them. The mathematical concepts and notations
71 related to these inputs are explained in section :ref:`section_theory`.
76 ref_observations_requirements
77 ref_operator_requirements
78 ref_covariance_requirements
79 ref_observers_requirements
80 ref_userpostanalysis_requirements
82 .. _section_reference_assimilation:
84 ================================================================================
85 **[DocR]** Data assimilation or optimization calculation cases
86 ================================================================================
88 This section describes algorithmic choices to use data assimilation methods,
89 optimization methods or methods with reduction, available in ADAO, detailing
90 their characteristics and their options.
92 Some examples on these commands usage are available in the section of
93 :ref:`section_tutorials_in_salome`, in the section of
94 :ref:`section_tutorials_in_python`, in the section of
95 :ref:`section_docu_examples`, and in the sample files installed with ADAO. The
96 mathematical concepts and notations used are explained in the general section
97 providing :ref:`section_theory`.
105 ref_algorithm_DerivativeFreeOptimization
106 ref_algorithm_DifferentialEvolution
107 ref_algorithm_EnsembleBlue
108 ref_algorithm_EnsembleKalmanFilter
109 ref_algorithm_ExtendedBlue
110 ref_algorithm_ExtendedKalmanFilter
111 ref_algorithm_KalmanFilter
112 ref_algorithm_LinearLeastSquares
113 ref_algorithm_NonLinearLeastSquares
114 ref_algorithm_ParticleSwarmOptimization
115 ref_algorithm_QuantileRegression
116 ref_algorithm_TabuSearch
117 ref_algorithm_UnscentedKalmanFilter
118 ref_assimilation_keywords
120 .. _section_reference_checking:
122 ================================================================================
123 **[DocR]** Checking cases
124 ================================================================================
126 This section describes the checking algorithms available in ADAO, detailing
127 their usage characteristics and their options.
129 Some examples on these commands usage are available in the section of
130 :ref:`section_tutorials_in_salome`, in the section of
131 :ref:`section_tutorials_in_python`, in the section of
132 :ref:`section_docu_examples`, and in the sample files installed with ADAO. The
133 mathematical concepts and notations used are explained in the general section
134 providing :ref:`section_theory`.
139 ref_algorithm_AdjointTest
140 ref_algorithm_ControledFunctionTest
141 ref_algorithm_FunctionTest
142 ref_algorithm_GradientTest
143 ref_algorithm_InputValuesTest
144 ref_algorithm_LinearityTest
145 ref_algorithm_LocalSensitivityTest
146 ref_algorithm_ObservationSimulationComparisonTest
147 ref_algorithm_ObserverTest
148 ref_algorithm_ParallelFunctionTest
149 ref_algorithm_SamplingTest
150 ref_algorithm_TangentTest
151 ref_checking_keywords
153 .. _section_reference_task:
155 ================================================================================
156 **[DocR]** Dedicated tasks or study oriented cases
157 ================================================================================
159 This section describes the dedicated task or study oriented cases available in
160 ADAO, detailing their usage characteristics and their options.
162 These tasks use algorithms from data assimilation methods, optimization methods
163 or methods with reduction. We refer to the general section providing
164 :ref:`section_theory` section and to the :ref:`section_reference_assimilation`
165 section for the underlying algorithmic details.
170 ref_algorithm_EnsembleOfSimulationGenerationTask
171 ref_algorithm_InterpolationByReducedModelTask
172 ref_algorithm_MeasurementsOptimalPositioningTask