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