Stokhos Package Browser (Single Doxygen Collection)  Version of the Day
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Groups Pages
uq_handbook/SimpleME.hpp
Go to the documentation of this file.
1 // @HEADER
2 // ***********************************************************************
3 //
4 // Stokhos Package
5 // Copyright (2009) Sandia Corporation
6 //
7 // Under terms of Contract DE-AC04-94AL85000, there is a non-exclusive
8 // license for use of this work by or on behalf of the U.S. Government.
9 //
10 // Redistribution and use in source and binary forms, with or without
11 // modification, are permitted provided that the following conditions are
12 // met:
13 //
14 // 1. Redistributions of source code must retain the above copyright
15 // notice, this list of conditions and the following disclaimer.
16 //
17 // 2. Redistributions in binary form must reproduce the above copyright
18 // notice, this list of conditions and the following disclaimer in the
19 // documentation and/or other materials provided with the distribution.
20 //
21 // 3. Neither the name of the Corporation nor the names of the
22 // contributors may be used to endorse or promote products derived from
23 // this software without specific prior written permission.
24 //
25 // THIS SOFTWARE IS PROVIDED BY SANDIA CORPORATION "AS IS" AND ANY
26 // EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
27 // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
28 // PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL SANDIA CORPORATION OR THE
29 // CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
30 // EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
31 // PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
32 // PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
33 // LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
34 // NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
35 // SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
36 //
37 // Questions? Contact Eric T. Phipps (etphipp@sandia.gov).
38 //
39 // ***********************************************************************
40 // @HEADER
41 
42 #ifndef SIMPLE_ME_HPP
43 #define SIMPLE_ME_HPP
44 
45 #include "Teuchos_RCP.hpp"
46 #include "Teuchos_Array.hpp"
47 
48 #include "EpetraExt_ModelEvaluator.h"
49 
50 #include "Epetra_Map.h"
51 #include "Epetra_LocalMap.h"
52 #include "Epetra_Import.h"
53 #include "Epetra_CrsGraph.h"
54 #include "Epetra_CrsMatrix.h"
55 
56 /* Simple model evaluator demonstrating how to use the Stokhos
57  * ModelEvaluator to solve a nonlinear stochastic Galerkin problem.
58  * It represents the simple function
59  *
60  * f(x,a) = | a^2 - x_0 |
61  * | x_1^2 - x_0 |
62  *
63  * where x = [x_0 x_1]^T and a is a parameter. It has a root at x = [ a^2, a ].
64  * The parameter a may be represented by a given polynomial chaos expansion,
65  * and the corresponding expansion for x computed by Stokhos.
66  */
67 class SimpleME : public EpetraExt::ModelEvaluator {
68 public:
69 
72 
75 
78 
81 
84 
87 
90 
93 
96 
98  InArgs createInArgs() const;
99 
101  OutArgs createOutArgs() const;
102 
104  void evalModel(const InArgs& inArgs, const OutArgs& outArgs) const;
105 
107 
108 protected:
109 
112 
115 
118 
121 
124 
127 
130 
133 
136 
137 };
138 
139 #endif // SIMPLE_ME_HPP
Teuchos::RCP< const Epetra_Vector > get_x_init() const
Return initial solution.
Teuchos::RCP< Epetra_Vector > x_init
Initial guess.
Teuchos::RCP< const Epetra_Map > get_f_map() const
Return residual vector map.
SimpleME(const Teuchos::RCP< const Epetra_Comm > &comm)
Constructor.
Teuchos::RCP< const Epetra_Map > get_x_map() const
Return solution vector map.
Teuchos::RCP< Epetra_Vector > p_init
Initial parameters.
InArgs createInArgs() const
Create InArgs.
Teuchos::RCP< Epetra_Vector > x_overlapped
Overlapped solution vector.
Teuchos::RCP< Epetra_Map > x_map
Solution vector map.
void evalModel(const InArgs &inArgs, const OutArgs &outArgs) const
Evaluate model on InArgs.
Teuchos::RCP< Epetra_Map > p_map
Parameter vector map.
Teuchos::RCP< Teuchos::Array< std::string > > p_names
Parameter names.
Teuchos::RCP< Epetra_CrsGraph > graph
Jacobian graph.
Teuchos::RCP< const Epetra_Map > get_p_map(int l) const
Return parameter vector map.
Teuchos::RCP< const Teuchos::Array< std::string > > get_p_names(int l) const
Return array of parameter names.
Teuchos::RCP< Epetra_Import > importer
Importer to overlapped distribution.
OutArgs createOutArgs() const
Create OutArgs.
Teuchos::RCP< Epetra_Operator > create_W() const
Create W = alpha*M + beta*J matrix.
Teuchos::RCP< Epetra_Map > x_overlapped_map
Overlapped solution vector map.
Teuchos::RCP< const Epetra_Vector > get_p_init(int l) const
Return initial parameters.