| 1 | /* | 
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| 2 | * Project: MoleCuilder | 
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| 3 | * Description: creates and alters molecular systems | 
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| 4 | * Copyright (C)  2013 Frederik Heber. All rights reserved. | 
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| 5 | * Please see the COPYING file or "Copyright notice" in builder.cpp for details. | 
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| 6 | * | 
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| 7 | * | 
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| 8 | *   This file is part of MoleCuilder. | 
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| 9 | * | 
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| 10 | *    MoleCuilder is free software: you can redistribute it and/or modify | 
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| 11 | *    it under the terms of the GNU General Public License as published by | 
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| 12 | *    the Free Software Foundation, either version 2 of the License, or | 
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| 13 | *    (at your option) any later version. | 
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| 14 | * | 
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| 15 | *    MoleCuilder is distributed in the hope that it will be useful, | 
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| 16 | *    but WITHOUT ANY WARRANTY; without even the implied warranty of | 
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| 17 | *    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the | 
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| 18 | *    GNU General Public License for more details. | 
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| 19 | * | 
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| 20 | *    You should have received a copy of the GNU General Public License | 
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| 21 | *    along with MoleCuilder.  If not, see <http://www.gnu.org/licenses/>. | 
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| 22 | */ | 
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| 23 |  | 
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| 24 | /* | 
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| 25 | * PairPotential_LennardJones.cpp | 
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| 26 | * | 
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| 27 | *  Created on: Jul 05, 2013 | 
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| 28 | *      Author: heber | 
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| 29 | */ | 
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| 30 |  | 
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| 31 |  | 
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| 32 | // include config.h | 
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| 33 | #ifdef HAVE_CONFIG_H | 
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| 34 | #include <config.h> | 
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| 35 | #endif | 
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| 36 |  | 
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| 37 | #include "CodePatterns/MemDebug.hpp" | 
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| 38 |  | 
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| 39 | #include "PairPotential_LennardJones.hpp" | 
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| 40 |  | 
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| 41 | #include <boost/assign/list_of.hpp> // for 'map_list_of()' | 
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| 42 | #include <boost/bind.hpp> | 
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| 43 | #include <boost/lambda/lambda.hpp> | 
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| 44 | #include <cmath> | 
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| 45 | #include <string> | 
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| 46 |  | 
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| 47 | #include "CodePatterns/Assert.hpp" | 
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| 48 |  | 
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| 49 | #include "FunctionApproximation/Extractors.hpp" | 
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| 50 | #include "FunctionApproximation/TrainingData.hpp" | 
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| 51 | #include "Potentials/helpers.hpp" | 
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| 52 | #include "Potentials/ParticleTypeCheckers.hpp" | 
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| 53 |  | 
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| 54 | class Fragment; | 
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| 55 |  | 
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| 56 | // static definitions | 
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| 57 | const PairPotential_LennardJones::ParameterNames_t | 
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| 58 | PairPotential_LennardJones::ParameterNames = | 
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| 59 | boost::assign::list_of<std::string> | 
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| 60 | ("epsilon") | 
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| 61 | ("sigma") | 
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| 62 | ; | 
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| 63 | const std::string PairPotential_LennardJones::potential_token("lennardjones"); | 
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| 64 |  | 
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| 65 | void PairPotential_LennardJones::setDefaultParameters() | 
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| 66 | { | 
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| 67 | params[epsilon] = 1e-5; | 
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| 68 | params[sigma] = 8.2; | 
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| 69 | } | 
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| 70 |  | 
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| 71 | PairPotential_LennardJones::PairPotential_LennardJones() : | 
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| 72 | EmpiricalPotential(), | 
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| 73 | params(parameters_t(MAXPARAMS, 0.)) | 
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| 74 | { | 
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| 75 | // have some decent defaults for parameter_derivative checking | 
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| 76 | setDefaultParameters(); | 
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| 77 | } | 
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| 78 |  | 
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| 79 | PairPotential_LennardJones::PairPotential_LennardJones( | 
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| 80 | const ParticleTypes_t &_ParticleTypes | 
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| 81 | ) : | 
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| 82 | EmpiricalPotential(_ParticleTypes), | 
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| 83 | params(parameters_t(MAXPARAMS, 0.)) | 
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| 84 | { | 
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| 85 | // have some decent defaults for parameter_derivative checking | 
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| 86 | setDefaultParameters(); | 
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| 87 | } | 
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| 88 |  | 
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| 89 | PairPotential_LennardJones::PairPotential_LennardJones( | 
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| 90 | const ParticleTypes_t &_ParticleTypes, | 
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| 91 | const double _epsilon, | 
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| 92 | const double _sigma | 
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| 93 | ) : | 
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| 94 | EmpiricalPotential(_ParticleTypes), | 
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| 95 | params(parameters_t(MAXPARAMS, 0.)) | 
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| 96 | { | 
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| 97 | params[epsilon] = _epsilon; | 
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| 98 | params[sigma] = _sigma; | 
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| 99 | } | 
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| 100 |  | 
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| 101 | void PairPotential_LennardJones::setParameters(const parameters_t &_params) | 
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| 102 | { | 
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| 103 | const size_t paramsDim = _params.size(); | 
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| 104 | ASSERT( paramsDim <= getParameterDimension(), | 
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| 105 | "PairPotential_LennardJones::setParameters() - we need not more than " | 
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| 106 | +toString(getParameterDimension())+" parameters."); | 
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| 107 | for(size_t i=0;i<paramsDim;++i) | 
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| 108 | params[i] = _params[i]; | 
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| 109 |  | 
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| 110 | #ifndef NDEBUG | 
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| 111 | parameters_t check_params(getParameters()); | 
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| 112 | check_params.resize(paramsDim); // truncate to same size | 
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| 113 | ASSERT( check_params == _params, | 
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| 114 | "PairPotential_LennardJones::setParameters() - failed, mismatch in to be set " | 
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| 115 | +toString(_params)+" and set "+toString(check_params)+" params."); | 
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| 116 | #endif | 
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| 117 | } | 
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| 118 |  | 
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| 119 | PairPotential_LennardJones::results_t | 
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| 120 | PairPotential_LennardJones::operator()( | 
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| 121 | const arguments_t &arguments | 
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| 122 | ) const | 
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| 123 | { | 
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| 124 | ASSERT( arguments.size() == 1, | 
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| 125 | "PairPotential_LennardJones::operator() - requires one argument."); | 
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| 126 | ASSERT( ParticleTypeChecker::checkArgumentsAgainstParticleTypes( | 
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| 127 | arguments, getParticleTypes()), | 
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| 128 | "PairPotential_LennardJones::operator() - types don't match with ones in arguments."); | 
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| 129 | const double &r = arguments[0].distance; | 
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| 130 | const double temp = Helpers::pow(params[sigma]/r, 6); | 
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| 131 | const result_t result = 4.*params[epsilon] * (temp*temp - temp); | 
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| 132 | return std::vector<result_t>(1, result); | 
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| 133 | } | 
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| 134 |  | 
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| 135 | PairPotential_LennardJones::derivative_components_t | 
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| 136 | PairPotential_LennardJones::derivative( | 
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| 137 | const arguments_t &arguments | 
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| 138 | ) const | 
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| 139 | { | 
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| 140 | ASSERT( arguments.size() == 1, | 
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| 141 | "PairPotential_LennardJones::operator() - requires no argument."); | 
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| 142 | ASSERT( ParticleTypeChecker::checkArgumentsAgainstParticleTypes( | 
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| 143 | arguments, getParticleTypes()), | 
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| 144 | "PairPotential_LennardJones::operator() - types don't match with ones in arguments."); | 
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| 145 | const double &r = arguments[0].distance; | 
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| 146 | const double sigma6 = Helpers::pow(params[sigma], 6); | 
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| 147 | const result_t result = | 
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| 148 | 4.*params[epsilon] * ( | 
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| 149 | sigma6*sigma6*(-12.) / Helpers::pow(r,13) | 
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| 150 | - sigma6*(-6.) /Helpers::pow(r,7) | 
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| 151 | ); | 
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| 152 | derivative_components_t results(1, result); | 
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| 153 | return results; | 
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| 154 | } | 
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| 155 |  | 
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| 156 | PairPotential_LennardJones::results_t | 
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| 157 | PairPotential_LennardJones::parameter_derivative( | 
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| 158 | const arguments_t &arguments, | 
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| 159 | const size_t index | 
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| 160 | ) const | 
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| 161 | { | 
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| 162 | ASSERT( arguments.size() == 1, | 
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| 163 | "PairPotential_LennardJones::parameter_derivative() - requires no argument."); | 
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| 164 | ASSERT( ParticleTypeChecker::checkArgumentsAgainstParticleTypes( | 
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| 165 | arguments, getParticleTypes()), | 
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| 166 | "PairPotential_LennardJones::operator() - types don't match with ones in arguments."); | 
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| 167 | const double &r = arguments[0].distance; | 
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| 168 | switch (index) { | 
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| 169 | case epsilon: | 
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| 170 | { | 
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| 171 | const double temp = Helpers::pow(params[sigma]/r, 6); | 
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| 172 | const result_t result = 4. * (temp*temp - temp); | 
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| 173 | return std::vector<result_t>(1, result); | 
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| 174 | break; | 
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| 175 | } | 
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| 176 | case sigma: | 
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| 177 | { | 
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| 178 | const double r6 = Helpers::pow(r, 6); | 
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| 179 | const result_t result = | 
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| 180 | 4.*params[epsilon] * ( | 
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| 181 | 12. * Helpers::pow(params[sigma],11)/(r6*r6) | 
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| 182 | - 6. * Helpers::pow(params[sigma],5)/r6 | 
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| 183 | ); | 
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| 184 | return std::vector<result_t>(1, result); | 
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| 185 | break; | 
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| 186 | } | 
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| 187 | default: | 
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| 188 | break; | 
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| 189 | } | 
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| 190 | return std::vector<result_t>(1, 0.); | 
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| 191 | } | 
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| 192 |  | 
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| 193 | FunctionModel::extractor_t | 
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| 194 | PairPotential_LennardJones::getSpecificExtractor() const | 
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| 195 | { | 
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| 196 | Fragment::charges_t charges; | 
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| 197 | charges.resize(getParticleTypes().size()); | 
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| 198 | std::transform(getParticleTypes().begin(), getParticleTypes().end(), | 
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| 199 | charges.begin(), boost::lambda::_1); | 
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| 200 | FunctionModel::extractor_t returnfunction = | 
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| 201 | boost::bind(&Extractors::gatherDistancesFromFragment, | 
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| 202 | boost::bind(&Fragment::getPositions, _1), | 
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| 203 | boost::bind(&Fragment::getCharges, _1), | 
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| 204 | charges, | 
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| 205 | _2); | 
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| 206 | return returnfunction; | 
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| 207 | } | 
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| 208 |  | 
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| 209 | FunctionModel::filter_t PairPotential_LennardJones::getSpecificFilter() const | 
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| 210 | { | 
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| 211 | FunctionModel::filter_t returnfunction = | 
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| 212 | boost::bind(&Extractors::filterArgumentsByParticleTypes, | 
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| 213 | _1, | 
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| 214 | getParticleTypes()); | 
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| 215 | return returnfunction; | 
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| 216 | } | 
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| 217 |  | 
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| 218 | void | 
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| 219 | PairPotential_LennardJones::setParametersToRandomInitialValues( | 
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| 220 | const TrainingData &data) | 
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| 221 | { | 
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| 222 | params[PairPotential_LennardJones::epsilon] = 1e-2*rand()/(double)RAND_MAX; | 
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| 223 | params[PairPotential_LennardJones::sigma] = (3.+10.*rand()/(double)RAND_MAX);// 0.5; | 
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| 224 | } | 
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| 225 |  | 
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