| [1413f4] | 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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| [94453f1] | 52 | #include "Potentials/InternalCoordinates/TwoBody_Length.hpp" | 
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| [1413f4] | 53 | #include "Potentials/ParticleTypeCheckers.hpp" | 
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| [0932c2] | 54 | #include "RandomNumbers/RandomNumberGeneratorFactory.hpp" | 
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|  | 55 | #include "RandomNumbers/RandomNumberGenerator.hpp" | 
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| [1413f4] | 56 |  | 
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|  | 57 | class Fragment; | 
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|  | 58 |  | 
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|  | 59 | // static definitions | 
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|  | 60 | const PairPotential_LennardJones::ParameterNames_t | 
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|  | 61 | PairPotential_LennardJones::ParameterNames = | 
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|  | 62 | boost::assign::list_of<std::string> | 
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|  | 63 | ("epsilon") | 
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|  | 64 | ("sigma") | 
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|  | 65 | ; | 
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|  | 66 | const std::string PairPotential_LennardJones::potential_token("lennardjones"); | 
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| [7d320c] | 67 | Coordinator::ptr PairPotential_LennardJones::coordinator(Memory::ignore(new TwoBody_Length())); | 
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| [1413f4] | 68 |  | 
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|  | 69 | void PairPotential_LennardJones::setDefaultParameters() | 
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|  | 70 | { | 
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|  | 71 | params[epsilon] = 1e-5; | 
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|  | 72 | params[sigma] = 8.2; | 
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|  | 73 | } | 
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|  | 74 |  | 
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|  | 75 | PairPotential_LennardJones::PairPotential_LennardJones() : | 
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|  | 76 | EmpiricalPotential(), | 
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|  | 77 | params(parameters_t(MAXPARAMS, 0.)) | 
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|  | 78 | { | 
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|  | 79 | // have some decent defaults for parameter_derivative checking | 
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|  | 80 | setDefaultParameters(); | 
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|  | 81 | } | 
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|  | 82 |  | 
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|  | 83 | PairPotential_LennardJones::PairPotential_LennardJones( | 
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|  | 84 | const ParticleTypes_t &_ParticleTypes | 
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|  | 85 | ) : | 
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|  | 86 | EmpiricalPotential(_ParticleTypes), | 
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|  | 87 | params(parameters_t(MAXPARAMS, 0.)) | 
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|  | 88 | { | 
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|  | 89 | // have some decent defaults for parameter_derivative checking | 
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|  | 90 | setDefaultParameters(); | 
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|  | 91 | } | 
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|  | 92 |  | 
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|  | 93 | PairPotential_LennardJones::PairPotential_LennardJones( | 
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|  | 94 | const ParticleTypes_t &_ParticleTypes, | 
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|  | 95 | const double _epsilon, | 
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|  | 96 | const double _sigma | 
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|  | 97 | ) : | 
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|  | 98 | EmpiricalPotential(_ParticleTypes), | 
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|  | 99 | params(parameters_t(MAXPARAMS, 0.)) | 
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|  | 100 | { | 
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|  | 101 | params[epsilon] = _epsilon; | 
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|  | 102 | params[sigma] = _sigma; | 
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|  | 103 | } | 
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|  | 104 |  | 
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|  | 105 | void PairPotential_LennardJones::setParameters(const parameters_t &_params) | 
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|  | 106 | { | 
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|  | 107 | const size_t paramsDim = _params.size(); | 
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|  | 108 | ASSERT( paramsDim <= getParameterDimension(), | 
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|  | 109 | "PairPotential_LennardJones::setParameters() - we need not more than " | 
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|  | 110 | +toString(getParameterDimension())+" parameters."); | 
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|  | 111 | for(size_t i=0;i<paramsDim;++i) | 
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|  | 112 | params[i] = _params[i]; | 
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|  | 113 |  | 
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|  | 114 | #ifndef NDEBUG | 
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|  | 115 | parameters_t check_params(getParameters()); | 
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|  | 116 | check_params.resize(paramsDim); // truncate to same size | 
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|  | 117 | ASSERT( check_params == _params, | 
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|  | 118 | "PairPotential_LennardJones::setParameters() - failed, mismatch in to be set " | 
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|  | 119 | +toString(_params)+" and set "+toString(check_params)+" params."); | 
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|  | 120 | #endif | 
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|  | 121 | } | 
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|  | 122 |  | 
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|  | 123 | PairPotential_LennardJones::results_t | 
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|  | 124 | PairPotential_LennardJones::operator()( | 
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| [e1fe7e] | 125 | const list_of_arguments_t &listarguments | 
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| [1413f4] | 126 | ) const | 
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|  | 127 | { | 
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| [e1fe7e] | 128 | result_t result = 0.; | 
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|  | 129 | for(list_of_arguments_t::const_iterator iter = listarguments.begin(); | 
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|  | 130 | iter != listarguments.end(); ++iter) { | 
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|  | 131 | const arguments_t &arguments = *iter; | 
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|  | 132 | ASSERT( arguments.size() == 1, | 
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|  | 133 | "PairPotential_LennardJones::operator() - requires one argument."); | 
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|  | 134 | ASSERT( ParticleTypeChecker::checkArgumentsAgainstParticleTypes( | 
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|  | 135 | arguments, getParticleTypes()), | 
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|  | 136 | "PairPotential_LennardJones::operator() - types don't match with ones in arguments."); | 
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|  | 137 | const double &r = arguments[0].distance; | 
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|  | 138 | const double temp = Helpers::pow(params[sigma]/r, 6); | 
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|  | 139 | result += 4.*params[epsilon] * (temp*temp - temp); | 
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|  | 140 | } | 
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|  | 141 | return results_t(1, result); | 
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| [1413f4] | 142 | } | 
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|  | 143 |  | 
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|  | 144 | PairPotential_LennardJones::derivative_components_t | 
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|  | 145 | PairPotential_LennardJones::derivative( | 
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| [e1fe7e] | 146 | const list_of_arguments_t &listarguments | 
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| [1413f4] | 147 | ) const | 
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|  | 148 | { | 
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|  | 149 | const double sigma6 = Helpers::pow(params[sigma], 6); | 
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| [e1fe7e] | 150 | result_t result = 0.; | 
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|  | 151 | for(list_of_arguments_t::const_iterator iter = listarguments.begin(); | 
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|  | 152 | iter != listarguments.end(); ++iter) { | 
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|  | 153 | const arguments_t &arguments = *iter; | 
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|  | 154 | ASSERT( arguments.size() == 1, | 
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|  | 155 | "PairPotential_LennardJones::operator() - requires no argument."); | 
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|  | 156 | ASSERT( ParticleTypeChecker::checkArgumentsAgainstParticleTypes( | 
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|  | 157 | arguments, getParticleTypes()), | 
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|  | 158 | "PairPotential_LennardJones::operator() - types don't match with ones in arguments."); | 
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|  | 159 | const double &r = arguments[0].distance; | 
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|  | 160 | result += | 
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|  | 161 | 4.*params[epsilon] * ( | 
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|  | 162 | sigma6*sigma6*(-12.) / Helpers::pow(r,13) | 
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|  | 163 | - sigma6*(-6.) /Helpers::pow(r,7) | 
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|  | 164 | ); | 
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|  | 165 | } | 
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|  | 166 | return derivative_components_t(1, result); | 
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| [1413f4] | 167 | } | 
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|  | 168 |  | 
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|  | 169 | PairPotential_LennardJones::results_t | 
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|  | 170 | PairPotential_LennardJones::parameter_derivative( | 
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| [e1fe7e] | 171 | const list_of_arguments_t &listarguments, | 
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| [1413f4] | 172 | const size_t index | 
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|  | 173 | ) const | 
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|  | 174 | { | 
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| [e1fe7e] | 175 | result_t result = 0.; | 
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|  | 176 | for(list_of_arguments_t::const_iterator iter = listarguments.begin(); | 
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|  | 177 | iter != listarguments.end(); ++iter) { | 
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|  | 178 | const arguments_t &arguments = *iter; | 
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|  | 179 | ASSERT( arguments.size() == 1, | 
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|  | 180 | "PairPotential_LennardJones::parameter_derivative() - requires no argument."); | 
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|  | 181 | ASSERT( ParticleTypeChecker::checkArgumentsAgainstParticleTypes( | 
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|  | 182 | arguments, getParticleTypes()), | 
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|  | 183 | "PairPotential_LennardJones::operator() - types don't match with ones in arguments."); | 
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|  | 184 | const double &r = arguments[0].distance; | 
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|  | 185 | switch (index) { | 
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|  | 186 | case epsilon: | 
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|  | 187 | { | 
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|  | 188 | const double temp = Helpers::pow(params[sigma]/r, 6); | 
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|  | 189 | result += 4. * (temp*temp - temp); | 
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|  | 190 | break; | 
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|  | 191 | } | 
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|  | 192 | case sigma: | 
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|  | 193 | { | 
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|  | 194 | const double r6 = Helpers::pow(r, 6); | 
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|  | 195 | result += | 
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|  | 196 | 4.*params[epsilon] * ( | 
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|  | 197 | 12. * Helpers::pow(params[sigma],11)/(r6*r6) | 
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|  | 198 | - 6. * Helpers::pow(params[sigma],5)/r6 | 
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|  | 199 | ); | 
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|  | 200 | break; | 
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|  | 201 | } | 
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|  | 202 | default: | 
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|  | 203 | break; | 
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| [1413f4] | 204 | } | 
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|  | 205 | } | 
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| [e1fe7e] | 206 | return results_t(1, result); | 
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| [1413f4] | 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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| [0932c2] | 222 | RandomNumberGenerator &random = RandomNumberGeneratorFactory::getInstance().makeRandomNumberGenerator(); | 
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|  | 223 | const double rng_min = random.min(); | 
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|  | 224 | const double rng_max = random.max(); | 
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|  | 225 | params[PairPotential_LennardJones::epsilon] = 1e-2*(random()/(rng_max-rng_min)); | 
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|  | 226 | params[PairPotential_LennardJones::sigma] = (3.+10.*(random()/(rng_max-rng_min)));// 0.5; | 
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| [1413f4] | 227 | } | 
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|  | 228 |  | 
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