1 | /*
|
---|
2 | * Project: MoleCuilder
|
---|
3 | * Description: creates and alters molecular systems
|
---|
4 | * Copyright (C) 2013 Frederik Heber. All rights reserved.
|
---|
5 | * Please see the COPYING file or "Copyright notice" in builder.cpp for details.
|
---|
6 | *
|
---|
7 | *
|
---|
8 | * This file is part of MoleCuilder.
|
---|
9 | *
|
---|
10 | * MoleCuilder is free software: you can redistribute it and/or modify
|
---|
11 | * it under the terms of the GNU General Public License as published by
|
---|
12 | * the Free Software Foundation, either version 2 of the License, or
|
---|
13 | * (at your option) any later version.
|
---|
14 | *
|
---|
15 | * MoleCuilder is distributed in the hope that it will be useful,
|
---|
16 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
|
---|
17 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
---|
18 | * GNU General Public License for more details.
|
---|
19 | *
|
---|
20 | * You should have received a copy of the GNU General Public License
|
---|
21 | * along with MoleCuilder. If not, see <http://www.gnu.org/licenses/>.
|
---|
22 | */
|
---|
23 |
|
---|
24 | /*
|
---|
25 | * PairPotential_LennardJones.cpp
|
---|
26 | *
|
---|
27 | * Created on: Jul 05, 2013
|
---|
28 | * Author: heber
|
---|
29 | */
|
---|
30 |
|
---|
31 |
|
---|
32 | // include config.h
|
---|
33 | #ifdef HAVE_CONFIG_H
|
---|
34 | #include <config.h>
|
---|
35 | #endif
|
---|
36 |
|
---|
37 | #include "CodePatterns/MemDebug.hpp"
|
---|
38 |
|
---|
39 | #include "PairPotential_LennardJones.hpp"
|
---|
40 |
|
---|
41 | #include <boost/assign/list_of.hpp> // for 'map_list_of()'
|
---|
42 | #include <boost/bind.hpp>
|
---|
43 | #include <boost/lambda/lambda.hpp>
|
---|
44 | #include <cmath>
|
---|
45 | #include <string>
|
---|
46 |
|
---|
47 | #include "CodePatterns/Assert.hpp"
|
---|
48 |
|
---|
49 | #include "FunctionApproximation/Extractors.hpp"
|
---|
50 | #include "FunctionApproximation/TrainingData.hpp"
|
---|
51 | #include "Potentials/helpers.hpp"
|
---|
52 | #include "Potentials/InternalCoordinates/TwoBody_Length.hpp"
|
---|
53 | #include "Potentials/ParticleTypeCheckers.hpp"
|
---|
54 | #include "RandomNumbers/RandomNumberGeneratorFactory.hpp"
|
---|
55 | #include "RandomNumbers/RandomNumberGenerator.hpp"
|
---|
56 |
|
---|
57 | class Fragment;
|
---|
58 |
|
---|
59 | // static definitions
|
---|
60 | const PairPotential_LennardJones::ParameterNames_t
|
---|
61 | PairPotential_LennardJones::ParameterNames =
|
---|
62 | boost::assign::list_of<std::string>
|
---|
63 | ("epsilon")
|
---|
64 | ("sigma")
|
---|
65 | ;
|
---|
66 | const std::string PairPotential_LennardJones::potential_token("lennardjones");
|
---|
67 | Coordinator::ptr PairPotential_LennardJones::coordinator(Memory::ignore(new TwoBody_Length()));
|
---|
68 |
|
---|
69 | void PairPotential_LennardJones::setDefaultParameters()
|
---|
70 | {
|
---|
71 | params[epsilon] = 1e-5;
|
---|
72 | params[sigma] = 8.2;
|
---|
73 | }
|
---|
74 |
|
---|
75 | PairPotential_LennardJones::PairPotential_LennardJones() :
|
---|
76 | EmpiricalPotential(),
|
---|
77 | params(parameters_t(MAXPARAMS, 0.))
|
---|
78 | {
|
---|
79 | // have some decent defaults for parameter_derivative checking
|
---|
80 | setDefaultParameters();
|
---|
81 | }
|
---|
82 |
|
---|
83 | PairPotential_LennardJones::PairPotential_LennardJones(
|
---|
84 | const ParticleTypes_t &_ParticleTypes
|
---|
85 | ) :
|
---|
86 | EmpiricalPotential(_ParticleTypes),
|
---|
87 | params(parameters_t(MAXPARAMS, 0.))
|
---|
88 | {
|
---|
89 | // have some decent defaults for parameter_derivative checking
|
---|
90 | setDefaultParameters();
|
---|
91 | }
|
---|
92 |
|
---|
93 | PairPotential_LennardJones::PairPotential_LennardJones(
|
---|
94 | const ParticleTypes_t &_ParticleTypes,
|
---|
95 | const double _epsilon,
|
---|
96 | const double _sigma
|
---|
97 | ) :
|
---|
98 | EmpiricalPotential(_ParticleTypes),
|
---|
99 | params(parameters_t(MAXPARAMS, 0.))
|
---|
100 | {
|
---|
101 | params[epsilon] = _epsilon;
|
---|
102 | params[sigma] = _sigma;
|
---|
103 | }
|
---|
104 |
|
---|
105 | void PairPotential_LennardJones::setParameters(const parameters_t &_params)
|
---|
106 | {
|
---|
107 | const size_t paramsDim = _params.size();
|
---|
108 | ASSERT( paramsDim <= getParameterDimension(),
|
---|
109 | "PairPotential_LennardJones::setParameters() - we need not more than "
|
---|
110 | +toString(getParameterDimension())+" parameters.");
|
---|
111 | for(size_t i=0;i<paramsDim;++i)
|
---|
112 | params[i] = _params[i];
|
---|
113 |
|
---|
114 | #ifndef NDEBUG
|
---|
115 | parameters_t check_params(getParameters());
|
---|
116 | check_params.resize(paramsDim); // truncate to same size
|
---|
117 | ASSERT( check_params == _params,
|
---|
118 | "PairPotential_LennardJones::setParameters() - failed, mismatch in to be set "
|
---|
119 | +toString(_params)+" and set "+toString(check_params)+" params.");
|
---|
120 | #endif
|
---|
121 | }
|
---|
122 |
|
---|
123 | PairPotential_LennardJones::results_t
|
---|
124 | PairPotential_LennardJones::operator()(
|
---|
125 | const list_of_arguments_t &listarguments
|
---|
126 | ) const
|
---|
127 | {
|
---|
128 | result_t result = 0.;
|
---|
129 | for(list_of_arguments_t::const_iterator iter = listarguments.begin();
|
---|
130 | iter != listarguments.end(); ++iter) {
|
---|
131 | const arguments_t &arguments = *iter;
|
---|
132 | ASSERT( arguments.size() == 1,
|
---|
133 | "PairPotential_LennardJones::operator() - requires one argument.");
|
---|
134 | ASSERT( ParticleTypeChecker::checkArgumentsAgainstParticleTypes(
|
---|
135 | arguments, getParticleTypes()),
|
---|
136 | "PairPotential_LennardJones::operator() - types don't match with ones in arguments.");
|
---|
137 | const double &r = arguments[0].distance;
|
---|
138 | const double temp = Helpers::pow(params[sigma]/r, 6);
|
---|
139 | result += 4.*params[epsilon] * (temp*temp - temp);
|
---|
140 | }
|
---|
141 | return results_t(1, result);
|
---|
142 | }
|
---|
143 |
|
---|
144 | PairPotential_LennardJones::derivative_components_t
|
---|
145 | PairPotential_LennardJones::derivative(
|
---|
146 | const list_of_arguments_t &listarguments
|
---|
147 | ) const
|
---|
148 | {
|
---|
149 | const double sigma6 = Helpers::pow(params[sigma], 6);
|
---|
150 | result_t result = 0.;
|
---|
151 | for(list_of_arguments_t::const_iterator iter = listarguments.begin();
|
---|
152 | iter != listarguments.end(); ++iter) {
|
---|
153 | const arguments_t &arguments = *iter;
|
---|
154 | ASSERT( arguments.size() == 1,
|
---|
155 | "PairPotential_LennardJones::operator() - requires no argument.");
|
---|
156 | ASSERT( ParticleTypeChecker::checkArgumentsAgainstParticleTypes(
|
---|
157 | arguments, getParticleTypes()),
|
---|
158 | "PairPotential_LennardJones::operator() - types don't match with ones in arguments.");
|
---|
159 | const double &r = arguments[0].distance;
|
---|
160 | result +=
|
---|
161 | 4.*params[epsilon] * (
|
---|
162 | sigma6*sigma6*(-12.) / Helpers::pow(r,13)
|
---|
163 | - sigma6*(-6.) /Helpers::pow(r,7)
|
---|
164 | );
|
---|
165 | }
|
---|
166 | return derivative_components_t(1, result);
|
---|
167 | }
|
---|
168 |
|
---|
169 | PairPotential_LennardJones::results_t
|
---|
170 | PairPotential_LennardJones::parameter_derivative(
|
---|
171 | const list_of_arguments_t &listarguments,
|
---|
172 | const size_t index
|
---|
173 | ) const
|
---|
174 | {
|
---|
175 | result_t result = 0.;
|
---|
176 | for(list_of_arguments_t::const_iterator iter = listarguments.begin();
|
---|
177 | iter != listarguments.end(); ++iter) {
|
---|
178 | const arguments_t &arguments = *iter;
|
---|
179 | ASSERT( arguments.size() == 1,
|
---|
180 | "PairPotential_LennardJones::parameter_derivative() - requires no argument.");
|
---|
181 | ASSERT( ParticleTypeChecker::checkArgumentsAgainstParticleTypes(
|
---|
182 | arguments, getParticleTypes()),
|
---|
183 | "PairPotential_LennardJones::operator() - types don't match with ones in arguments.");
|
---|
184 | const double &r = arguments[0].distance;
|
---|
185 | switch (index) {
|
---|
186 | case epsilon:
|
---|
187 | {
|
---|
188 | const double temp = Helpers::pow(params[sigma]/r, 6);
|
---|
189 | result += 4. * (temp*temp - temp);
|
---|
190 | break;
|
---|
191 | }
|
---|
192 | case sigma:
|
---|
193 | {
|
---|
194 | const double r6 = Helpers::pow(r, 6);
|
---|
195 | result +=
|
---|
196 | 4.*params[epsilon] * (
|
---|
197 | 12. * Helpers::pow(params[sigma],11)/(r6*r6)
|
---|
198 | - 6. * Helpers::pow(params[sigma],5)/r6
|
---|
199 | );
|
---|
200 | break;
|
---|
201 | }
|
---|
202 | default:
|
---|
203 | break;
|
---|
204 | }
|
---|
205 | }
|
---|
206 | return results_t(1, result);
|
---|
207 | }
|
---|
208 |
|
---|
209 | FunctionModel::filter_t PairPotential_LennardJones::getSpecificFilter() const
|
---|
210 | {
|
---|
211 | FunctionModel::filter_t returnfunction =
|
---|
212 | boost::bind(&Extractors::filterArgumentsByParticleTypes,
|
---|
213 | _1,
|
---|
214 | getParticleTypes());
|
---|
215 | return returnfunction;
|
---|
216 | }
|
---|
217 |
|
---|
218 | void
|
---|
219 | PairPotential_LennardJones::setParametersToRandomInitialValues(
|
---|
220 | const TrainingData &data)
|
---|
221 | {
|
---|
222 | RandomNumberGenerator &random = RandomNumberGeneratorFactory::getInstance().makeRandomNumberGenerator();
|
---|
223 | const double rng_min = random.min();
|
---|
224 | const double rng_max = random.max();
|
---|
225 | params[PairPotential_LennardJones::epsilon] = 1e-2*(random()/(rng_max-rng_min));
|
---|
226 | params[PairPotential_LennardJones::sigma] = (3.+10.*(random()/(rng_max-rng_min)));// 0.5;
|
---|
227 | }
|
---|
228 |
|
---|