| [610c11] | 1 | /* | 
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|  | 2 | * ManyBodyPotential_Tersoff.hpp | 
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|  | 3 | * | 
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|  | 4 | *  Created on: Sep 26, 2012 | 
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|  | 5 | *      Author: heber | 
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|  | 6 | */ | 
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|  | 7 |  | 
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|  | 8 | #ifndef MANYBODYPOTENTIAL_TERSOFF_HPP_ | 
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|  | 9 | #define MANYBODYPOTENTIAL_TERSOFF_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 | #include <boost/function.hpp> | 
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|  | 17 | #include <cmath> | 
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| [d03292] | 18 | #include <limits> | 
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| [610c11] | 19 |  | 
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| [4f82f8] | 20 | #include "Potentials/EmpiricalPotential.hpp" | 
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|  | 21 |  | 
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| [713888] | 22 | class PotentialFactory; | 
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| [d52819] | 23 | class TrainingData; | 
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|  | 24 |  | 
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| [610c11] | 25 | /** This class is the implementation of the Tersoff potential function. | 
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|  | 26 | * | 
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|  | 27 | * \note The arguments_t argument list is here in the following order: | 
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| [dd966f] | 28 | * -# first \f$ r_{ij} \f$, | 
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|  | 29 | * -# then all \f$ r_{ik} \f$ that are within the cutoff, i.e. \f$ r_{ik} < R + D\f$ | 
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| [610c11] | 30 | * | 
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|  | 31 | */ | 
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| [ed2551] | 32 | class ManyBodyPotential_Tersoff : | 
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| [fdd23a] | 33 | public EmpiricalPotential | 
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| [610c11] | 34 | { | 
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| [ffc368] | 35 | //!> grant unit test access to internal parts | 
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|  | 36 | friend class ManyBodyPotential_TersoffTest; | 
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| [713888] | 37 | //!> grant PotentialFactory access to default cstor | 
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|  | 38 | friend class PotentialFactory; | 
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| [3ccea3] | 39 | // some repeated typedefs to avoid ambiguities | 
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| [e1fe7e] | 40 | typedef FunctionModel::list_of_arguments_t list_of_arguments_t; | 
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| [3ccea3] | 41 | typedef FunctionModel::arguments_t arguments_t; | 
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|  | 42 | typedef FunctionModel::result_t result_t; | 
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|  | 43 | typedef FunctionModel::results_t results_t; | 
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|  | 44 | typedef EmpiricalPotential::derivative_components_t derivative_components_t; | 
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| [e7579e] | 45 | typedef FunctionModel::parameters_t parameters_t; | 
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| [713888] | 46 | private: | 
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|  | 47 | /** Private default constructor. | 
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|  | 48 | * | 
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|  | 49 | * This prevents creation of potential without set ParticleTypes_t. | 
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|  | 50 | * | 
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|  | 51 | */ | 
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|  | 52 | ManyBodyPotential_Tersoff(); | 
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|  | 53 |  | 
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| [610c11] | 54 | public: | 
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|  | 55 | /** Constructor for class ManyBodyPotential_Tersoff. | 
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|  | 56 | * | 
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| [775dd1a] | 57 | * \param _ParticleTypes particle types for this potential | 
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| [610c11] | 58 | */ | 
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|  | 59 | ManyBodyPotential_Tersoff( | 
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| [775dd1a] | 60 | const ParticleTypes_t &_ParticleTypes | 
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| [e7579e] | 61 | ); | 
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|  | 62 |  | 
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|  | 63 | /** Constructor for class ManyBodyPotential_Tersoff. | 
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|  | 64 | * | 
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| [ffc368] | 65 | * @param _R offset for cutoff | 
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|  | 66 | * @param _S halfwidth for cutoff relative to \a _R | 
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| [e7579e] | 67 | * @param A | 
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|  | 68 | * @param B | 
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| [ffc368] | 69 | * @param lambda | 
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|  | 70 | * @param mu | 
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| [e7579e] | 71 | * @param lambda3 | 
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|  | 72 | * @param alpha | 
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|  | 73 | * @param beta | 
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| [ffc368] | 74 | * @param chi | 
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|  | 75 | * @param omega | 
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| [e7579e] | 76 | * @param n | 
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|  | 77 | * @param c | 
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|  | 78 | * @param d | 
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|  | 79 | * @param h | 
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|  | 80 | * @param _triplefunction function that returns a list of triples (i.e. the | 
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|  | 81 | *        two remaining distances) to a given pair of points (contained as | 
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|  | 82 | *        indices within the argument) | 
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|  | 83 | */ | 
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|  | 84 | ManyBodyPotential_Tersoff( | 
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| [ed2551] | 85 | const ParticleTypes_t &_ParticleTypes, | 
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| [ffc368] | 86 | const double &_R, | 
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|  | 87 | const double &_S, | 
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|  | 88 | const double &_A, | 
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|  | 89 | const double &_B, | 
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|  | 90 | const double &_lambda, | 
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|  | 91 | const double &_mu, | 
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|  | 92 | const double &_lambda3, | 
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|  | 93 | const double &_alpha, | 
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|  | 94 | const double &_beta, | 
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|  | 95 | const double &_chi, | 
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|  | 96 | const double &_omega, | 
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|  | 97 | const double &_n, | 
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|  | 98 | const double &_c, | 
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|  | 99 | const double &_d, | 
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| [b15ae7] | 100 | const double &_h); | 
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| [e7579e] | 101 |  | 
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| [610c11] | 102 | /** Destructor of class ManyBodyPotential_Tersoff. | 
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|  | 103 | * | 
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|  | 104 | */ | 
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|  | 105 | virtual ~ManyBodyPotential_Tersoff() {} | 
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|  | 106 |  | 
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|  | 107 | /** Evaluates the Tersoff potential for the given arguments. | 
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|  | 108 | * | 
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| [e1fe7e] | 109 | * @param listarguments list of distances | 
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| [610c11] | 110 | * @return value of the potential function | 
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|  | 111 | */ | 
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| [e1fe7e] | 112 | results_t operator()(const list_of_arguments_t &listarguments) const; | 
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| [610c11] | 113 |  | 
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|  | 114 | /** Evaluates the derivative of the Tersoff potential with respect to the | 
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|  | 115 | * input variables. | 
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|  | 116 | * | 
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| [e1fe7e] | 117 | * @param listarguments list of distances | 
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| [610c11] | 118 | * @return vector with components of the derivative | 
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|  | 119 | */ | 
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| [e1fe7e] | 120 | derivative_components_t derivative(const list_of_arguments_t &listarguments) const; | 
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| [610c11] | 121 |  | 
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| [3ccea3] | 122 | /** Evaluates the derivative of the function with the given \a arguments | 
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|  | 123 | * with respect to a specific parameter indicated by \a index. | 
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|  | 124 | * | 
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| [e1fe7e] | 125 | * \param listarguments list of distances | 
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| [3ccea3] | 126 | * \param index derivative of which parameter | 
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|  | 127 | * \return result vector containing the derivative with respect to the given | 
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|  | 128 | *         input | 
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|  | 129 | */ | 
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| [e1fe7e] | 130 | results_t parameter_derivative(const list_of_arguments_t &listarguments, const size_t index) const; | 
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| [e7579e] | 131 |  | 
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| [94453f1] | 132 | /** Returns the functor that converts argument_s into the | 
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|  | 133 | * internal coordinate described by this potential function. | 
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|  | 134 | * | 
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|  | 135 | * \return coordinator functor | 
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|  | 136 | */ | 
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|  | 137 | Coordinator::ptr getCoordinator() const | 
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|  | 138 | { return coordinator; } | 
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|  | 139 |  | 
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| [6efcae] | 140 | /** Return the token name of this specific potential. | 
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| [67cd3a] | 141 | * | 
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| [6efcae] | 142 | * \return token name of the potential | 
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| [67cd3a] | 143 | */ | 
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| [ed2551] | 144 | const std::string& getToken() const | 
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|  | 145 | { return potential_token; } | 
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|  | 146 |  | 
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|  | 147 | /** Returns a vector of parameter names. | 
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|  | 148 | * | 
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|  | 149 | * This is required from the specific implementation | 
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|  | 150 | * | 
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|  | 151 | * \return vector of strings containing parameter names | 
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|  | 152 | */ | 
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|  | 153 | const ParameterNames_t& getParameterNames() const | 
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|  | 154 | { return ParameterNames; } | 
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| [67cd3a] | 155 |  | 
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| [d03292] | 156 | /** States whether lower and upper boundaries should be used to constraint | 
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|  | 157 | * the parameter search for this function model. | 
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|  | 158 | * | 
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|  | 159 | * \return true - constraints should be used, false - else | 
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|  | 160 | */ | 
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|  | 161 | bool isBoxConstraint() const { | 
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|  | 162 | return true; | 
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|  | 163 | } | 
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|  | 164 |  | 
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|  | 165 | /** Returns a vector which are the lower boundaries for each parameter_t | 
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|  | 166 | * of this FunctionModel. | 
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|  | 167 | * | 
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|  | 168 | * \return vector of parameter_t resembling lowest allowed values | 
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|  | 169 | */ | 
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|  | 170 | parameters_t getLowerBoxConstraints() const { | 
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|  | 171 | parameters_t lowerbound(getParameterDimension(), -std::numeric_limits<double>::max()); | 
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|  | 172 | //    lowerbound[R] = 0.; | 
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|  | 173 | //    lowerbound[S] = 0.; | 
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|  | 174 | //    lowerbound[lambda3] = 0.; | 
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|  | 175 | //    lowerbound[alpha] = 0.; | 
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|  | 176 | lowerbound[beta] = std::numeric_limits<double>::min(); | 
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|  | 177 | lowerbound[n] = std::numeric_limits<double>::min(); | 
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|  | 178 | lowerbound[c] = std::numeric_limits<double>::min(); | 
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|  | 179 | lowerbound[d] = std::numeric_limits<double>::min(); | 
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|  | 180 | return lowerbound; | 
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|  | 181 | } | 
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|  | 182 |  | 
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|  | 183 | /** Returns a vector which are the upper boundaries for each parameter_t | 
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|  | 184 | * of this FunctionModel. | 
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|  | 185 | * | 
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|  | 186 | * \return vector of parameter_t resembling highest allowed values | 
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|  | 187 | */ | 
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|  | 188 | parameters_t getUpperBoxConstraints() const { | 
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|  | 189 | return parameters_t(getParameterDimension(), std::numeric_limits<double>::max()); | 
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|  | 190 | } | 
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|  | 191 |  | 
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| [7b019a] | 192 | /** Returns a bound function to be used with TrainingData, extracting distances | 
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|  | 193 | * from a Fragment. | 
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|  | 194 | * | 
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|  | 195 | * \return bound function extracting distances from a fragment | 
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| [0f5d38] | 196 | */ | 
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|  | 197 | FunctionModel::filter_t getSpecificFilter() const; | 
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|  | 198 |  | 
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|  | 199 | /** Returns the number of arguments the underlying function requires. | 
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|  | 200 | * | 
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|  | 201 | * \return number of arguments of the function | 
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|  | 202 | */ | 
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|  | 203 | size_t getSpecificArgumentCount() const | 
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|  | 204 | { return 1; } | 
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|  | 205 |  | 
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| [775dd1a] | 206 | /** Sets the magic triple function that we use for getting angle distances. | 
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|  | 207 | * | 
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|  | 208 | * @param _triplefunction function that returns a list of triples (i.e. the | 
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|  | 209 | *        two remaining distances) to a given pair of points (contained as | 
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|  | 210 | *        indices within the argument) | 
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|  | 211 | */ | 
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| [e36ba2] | 212 | void setTriplefunction(triplefunction_t &_triplefunction) | 
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|  | 213 | { triplefunction = _triplefunction;  } | 
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| [775dd1a] | 214 |  | 
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| [610c11] | 215 | private: | 
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|  | 216 | /** This function represents the cutoff \f$ f_C \f$. | 
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|  | 217 | * | 
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|  | 218 | * @param distance variable of the function | 
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|  | 219 | * @return a value in [0,1]. | 
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|  | 220 | */ | 
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|  | 221 | result_t function_cutoff( | 
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|  | 222 | const double &distance | 
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|  | 223 | ) const; | 
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|  | 224 | /** This  function has the exponential feature from the Morse potential. | 
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|  | 225 | * | 
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|  | 226 | * @param prefactor prefactor parameter to exp function | 
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|  | 227 | * @param lambda scale parameter of exp function's argument | 
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| [ffc368] | 228 | * @param distance variable of the function | 
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| [610c11] | 229 | * @return | 
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|  | 230 | */ | 
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|  | 231 | result_t function_smoother( | 
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|  | 232 | const double &prefactor, | 
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| [ffc368] | 233 | const double &lambda, | 
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|  | 234 | const double &distance | 
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|  | 235 | ) const; | 
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| [610c11] | 236 |  | 
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|  | 237 | /** This function represents \f$ (1 + \alpha^n \eta^n)^{-1/2n} \f$. | 
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|  | 238 | * | 
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|  | 239 | * @param alpha prefactor to eta function | 
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|  | 240 | * @param r_ij distance argument | 
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| [ffc368] | 241 | * @param eta result value of eta or zeta | 
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| [610c11] | 242 | * @return \f$ (1 + \alpha^n \eta^n)^{-1/2n} \f$ | 
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|  | 243 | */ | 
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|  | 244 | result_t function_prefactor( | 
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|  | 245 | const double &alpha, | 
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| [ffc368] | 246 | const double &eta | 
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| [610c11] | 247 | ) const; | 
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|  | 248 |  | 
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|  | 249 | result_t | 
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|  | 250 | function_eta( | 
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|  | 251 | const argument_t &r_ij | 
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|  | 252 | ) const; | 
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|  | 253 |  | 
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|  | 254 | result_t | 
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|  | 255 | function_zeta( | 
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|  | 256 | const argument_t &r_ij | 
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|  | 257 | ) const; | 
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|  | 258 |  | 
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| [f904d5] | 259 | result_t | 
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|  | 260 | function_theta( | 
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|  | 261 | const double &r_ij, | 
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|  | 262 | const double &r_ik, | 
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|  | 263 | const double &r_jk | 
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|  | 264 | ) const; | 
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|  | 265 |  | 
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| [610c11] | 266 | result_t | 
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|  | 267 | function_angle( | 
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|  | 268 | const double &r_ij, | 
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|  | 269 | const double &r_ik, | 
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|  | 270 | const double &r_jk | 
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|  | 271 | ) const; | 
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|  | 272 |  | 
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| [e7579e] | 273 | private: | 
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| [ca8d82] | 274 | result_t | 
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|  | 275 | function_derivative_c( | 
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|  | 276 | const argument_t &r_ij | 
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|  | 277 | ) const; | 
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|  | 278 |  | 
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|  | 279 | result_t | 
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|  | 280 | function_derivative_d( | 
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|  | 281 | const argument_t &r_ij | 
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|  | 282 | ) const; | 
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|  | 283 |  | 
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|  | 284 | result_t | 
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|  | 285 | function_derivative_h( | 
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|  | 286 | const argument_t &r_ij | 
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|  | 287 | ) const; | 
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|  | 288 |  | 
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|  | 289 | public: | 
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| [e7579e] | 290 | enum parameter_enum_t { | 
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| [752dc7] | 291 | A, | 
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|  | 292 | B, | 
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|  | 293 | lambda, | 
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|  | 294 | mu, | 
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|  | 295 | beta, | 
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|  | 296 | n, | 
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|  | 297 | c, | 
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|  | 298 | d, | 
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|  | 299 | h, | 
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|  | 300 | //    R, | 
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|  | 301 | //    S, | 
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|  | 302 | //    lambda3, | 
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|  | 303 | //    alpha, | 
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|  | 304 | //    chi, | 
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|  | 305 | //    omega, | 
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| [e7579e] | 306 | MAXPARAMS | 
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|  | 307 | }; | 
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| [f48ad3] | 308 |  | 
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|  | 309 | private: | 
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| [e7579e] | 310 | //!> parameter vector with parameters as in enum parameter_enum_t | 
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|  | 311 | parameters_t params; | 
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|  | 312 |  | 
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| [752dc7] | 313 | public: | 
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| [990a62] | 314 | // some internal parameters which are fixed | 
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| [752dc7] | 315 | const double R; | 
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|  | 316 | const double S; | 
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| [990a62] | 317 | const double lambda3; | 
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|  | 318 | const double alpha; | 
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|  | 319 | const double chi; | 
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|  | 320 | const double omega; | 
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|  | 321 |  | 
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| [e7579e] | 322 | public: | 
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|  | 323 | /** Setter for parameters as required by FunctionModel interface. | 
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|  | 324 | * | 
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|  | 325 | * \param _params given set of parameters | 
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|  | 326 | */ | 
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| [086070] | 327 | void setParameters(const parameters_t &_params); | 
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| [e7579e] | 328 |  | 
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|  | 329 | /** Getter for parameters as required by FunctionModel interface. | 
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|  | 330 | * | 
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|  | 331 | * \return set of parameters | 
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|  | 332 | */ | 
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|  | 333 | parameters_t getParameters() const | 
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|  | 334 | { | 
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|  | 335 | return params; | 
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|  | 336 | } | 
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|  | 337 |  | 
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| [d52819] | 338 | /** Sets the parameter randomly within the sensible range of each parameter. | 
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|  | 339 | * | 
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|  | 340 | * \param data container with training data for guesstimating range | 
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|  | 341 | */ | 
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|  | 342 | void setParametersToRandomInitialValues(const TrainingData &data); | 
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|  | 343 |  | 
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| [e7579e] | 344 | /** Getter for the number of parameters of this model function. | 
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|  | 345 | * | 
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|  | 346 | * \return number of parameters | 
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|  | 347 | */ | 
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|  | 348 | size_t getParameterDimension() const | 
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|  | 349 | { | 
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|  | 350 | return MAXPARAMS; | 
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|  | 351 | } | 
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|  | 352 |  | 
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| [610c11] | 353 | private: | 
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|  | 354 | //!> bound function that obtains the triples for the internal coordinationb summation. | 
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| [775dd1a] | 355 | boost::function< std::vector< arguments_t >(const argument_t &, const double)> triplefunction; | 
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| [ed2551] | 356 |  | 
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|  | 357 | //!> static definitions of the parameter name for this potential | 
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|  | 358 | static const ParameterNames_t ParameterNames; | 
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|  | 359 |  | 
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|  | 360 | //!> static token of this potential type | 
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|  | 361 | static const std::string potential_token; | 
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| [94453f1] | 362 |  | 
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|  | 363 | //!> internal coordinator object for converting arguments_t | 
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|  | 364 | static Coordinator::ptr coordinator; | 
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| [610c11] | 365 | }; | 
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|  | 366 |  | 
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|  | 367 |  | 
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|  | 368 | #endif /* MANYBODYPOTENTIAL_TERSOFF_HPP_ */ | 
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