1 | /*
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2 | * Eigenspace.hpp
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3 | *
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4 | * Created on: Nov 22, 2010
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5 | * Author: heber
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6 | */
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7 |
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8 | #ifndef EIGENSPACE_HPP_
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9 | #define EIGENSPACE_HPP_
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10 |
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11 | // include config.h
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12 | #ifdef HAVE_CONFIG_H
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13 | #include <config.h>
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14 | #endif
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15 |
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16 |
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17 | #include <boost/shared_ptr.hpp>
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18 |
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19 | #include <iosfwd>
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20 | #include <set>
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21 | #include <vector>
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22 | #include "MatrixContent.hpp"
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23 | #include "VectorContent.hpp"
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24 |
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25 | /** Container for a matrix and its eigenvectors and -values.
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26 | *
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27 | * Note that a set of eigenvectors always forms a subspace within a vector
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28 | * space, the so-called eigenspace. Hence, the name of this class is
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29 | * eigenspace.
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30 | *
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31 | * Eigenvector are stored internally as a matrix. A returned set of
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32 | * eigenvectors is just a set of VectorViewContent on row vectors in
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33 | * this matrix.
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34 | */
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35 | class Eigenspace
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36 | {
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37 | friend std::ostream & operator<<(std::ostream &ost, const Eigenspace &_s);
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38 | public:
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39 | typedef std::vector< boost::shared_ptr<VectorContent> > eigenvectorset;
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40 | typedef std::vector< double > eigenvalueset;
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41 | typedef std::set<size_t> indexset;
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42 |
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43 | Eigenspace(const indexset &_Indices);
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44 | Eigenspace(const indexset &_Indices, const MatrixContent &_matrix);
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45 | virtual ~Eigenspace();
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46 |
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47 | void calculateEigenSubspace();
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48 |
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49 | // accessors
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50 | const MatrixContent & getEigenspaceMatrix() const;
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51 | const VectorContent & getEigenvector(const size_t i) const;
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52 | const MatrixContent & getEigenvectorMatrix() const;
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53 | const double getEigenvalue(const size_t i) const;
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54 | const eigenvalueset & getEigenvalues() const;
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55 | const indexset & getIndices() const;
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56 | void setEigenspaceMatrix(const MatrixContent &_content);
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57 |
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58 | void setEigenpairs(const eigenvectorset &CurrentEigenvectors, const eigenvalueset &CurrentEigenvalues);
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59 |
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60 | bool contains(const Eigenspace &_indexset);
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61 |
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62 | protected:
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63 | const indexset Indices;
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64 | eigenvectorset Eigenvectors;
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65 | eigenvalueset Eigenvalues;
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66 | MatrixContent EigenspaceMatrix;
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67 | MatrixContent EigenvectorMatrix;
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68 |
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69 | private:
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70 | void createEigenvectorViews();
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71 |
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72 | };
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73 |
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74 | std::ostream & operator<<(std::ostream &ost, const Eigenspace &_s);
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75 |
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76 | #endif /* EIGENSPACE_HPP_ */
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