597 lines
21 KiB
C++
597 lines
21 KiB
C++
/* Copyright (c) 2007-2011 Massachusetts Institute of Technology
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*
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* Permission is hereby granted, free of charge, to any person obtaining
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* a copy of this software and associated documentation files (the
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* "Software"), to deal in the Software without restriction, including
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* without limitation the rights to use, copy, modify, merge, publish,
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* distribute, sublicense, and/or sell copies of the Software, and to
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* permit persons to whom the Software is furnished to do so, subject to
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* the following conditions:
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*
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* The above copyright notice and this permission notice shall be
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* included in all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
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* EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
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* MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
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* NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
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* LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
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* OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
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* WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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*/
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// C++ style wrapper around NLopt API
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// nlopt.hpp is AUTOMATICALLY GENERATED from nlopt-in.hpp - edit the latter!
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#ifndef NLOPT_HPP
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#define NLOPT_HPP
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#include "nlopt.h"
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#include <vector>
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#include <stdexcept>
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#include <new>
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#include <cstdlib>
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#include <cstring>
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#include <cmath>
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// convenience overloading for below (not in nlopt:: since has nlopt_ prefix)
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inline nlopt_result nlopt_get_initial_step(const nlopt_opt opt, double *dx) {
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return nlopt_get_initial_step(opt, (const double *) NULL, dx);
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}
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namespace nlopt {
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//////////////////////////////////////////////////////////////////////
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// nlopt::* namespace versions of the C enumerated types
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// AUTOMATICALLY GENERATED, DO NOT EDIT
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// GEN_ENUMS_HERE
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enum algorithm {
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GN_DIRECT = 0,
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GN_DIRECT_L,
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GN_DIRECT_L_RAND,
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GN_DIRECT_NOSCAL,
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GN_DIRECT_L_NOSCAL,
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GN_DIRECT_L_RAND_NOSCAL,
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GN_ORIG_DIRECT,
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GN_ORIG_DIRECT_L,
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GD_STOGO,
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GD_STOGO_RAND,
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LD_LBFGS_NOCEDAL,
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LD_LBFGS,
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LN_PRAXIS,
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LD_VAR1,
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LD_VAR2,
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LD_TNEWTON,
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LD_TNEWTON_RESTART,
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LD_TNEWTON_PRECOND,
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LD_TNEWTON_PRECOND_RESTART,
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GN_CRS2_LM,
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GN_MLSL,
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GD_MLSL,
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GN_MLSL_LDS,
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GD_MLSL_LDS,
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LD_MMA,
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LN_COBYLA,
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LN_NEWUOA,
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LN_NEWUOA_BOUND,
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LN_NELDERMEAD,
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LN_SBPLX,
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LN_AUGLAG,
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LD_AUGLAG,
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LN_AUGLAG_EQ,
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LD_AUGLAG_EQ,
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LN_BOBYQA,
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GN_ISRES,
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AUGLAG,
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AUGLAG_EQ,
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G_MLSL,
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G_MLSL_LDS,
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LD_SLSQP,
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LD_CCSAQ,
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GN_ESCH,
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NUM_ALGORITHMS /* not an algorithm, just the number of them */
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};
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enum result {
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FAILURE = -1, /* generic failure code */
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INVALID_ARGS = -2,
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OUT_OF_MEMORY = -3,
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ROUNDOFF_LIMITED = -4,
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FORCED_STOP = -5,
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SUCCESS = 1, /* generic success code */
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STOPVAL_REACHED = 2,
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FTOL_REACHED = 3,
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XTOL_REACHED = 4,
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MAXEVAL_REACHED = 5,
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MAXTIME_REACHED = 6
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};
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// GEN_ENUMS_HERE
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//////////////////////////////////////////////////////////////////////
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typedef nlopt_func func; // nlopt::func synoynm
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typedef nlopt_mfunc mfunc; // nlopt::mfunc synoynm
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// alternative to nlopt_func that takes std::vector<double>
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// ... unfortunately requires a data copy
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typedef double (*vfunc)(const std::vector<double> &x,
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std::vector<double> &grad, void *data);
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//////////////////////////////////////////////////////////////////////
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// NLopt-specific exceptions (corresponding to error codes):
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class roundoff_limited : public std::runtime_error {
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public:
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roundoff_limited() : std::runtime_error("nlopt roundoff-limited") {}
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};
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class forced_stop : public std::runtime_error {
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public:
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forced_stop() : std::runtime_error("nlopt forced stop") {}
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};
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//////////////////////////////////////////////////////////////////////
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class opt {
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private:
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nlopt_opt o;
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void mythrow(nlopt_result ret) const {
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switch (ret) {
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case NLOPT_FAILURE: throw std::runtime_error("nlopt failure");
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case NLOPT_OUT_OF_MEMORY: throw std::bad_alloc();
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case NLOPT_INVALID_ARGS: throw std::invalid_argument("nlopt invalid argument");
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case NLOPT_ROUNDOFF_LIMITED: throw roundoff_limited();
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case NLOPT_FORCED_STOP: throw forced_stop();
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default: break;
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}
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}
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typedef struct {
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opt *o;
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mfunc mf; func f; void *f_data;
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vfunc vf;
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nlopt_munge munge_destroy, munge_copy; // non-NULL for SWIG wrappers
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} myfunc_data;
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// free/destroy f_data in nlopt_destroy and nlopt_copy, respectively
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static void *free_myfunc_data(void *p) {
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myfunc_data *d = (myfunc_data *) p;
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if (d) {
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if (d->f_data && d->munge_destroy) d->munge_destroy(d->f_data);
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delete d;
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}
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return NULL;
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}
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static void *dup_myfunc_data(void *p) {
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myfunc_data *d = (myfunc_data *) p;
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if (d) {
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void *f_data;
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if (d->f_data && d->munge_copy) {
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f_data = d->munge_copy(d->f_data);
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if (!f_data) return NULL;
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}
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else
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f_data = d->f_data;
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myfunc_data *dnew = new myfunc_data;
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if (dnew) {
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*dnew = *d;
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dnew->f_data = f_data;
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}
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return (void*) dnew;
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}
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else return NULL;
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}
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// nlopt_func wrapper that catches exceptions
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static double myfunc(unsigned n, const double *x, double *grad, void *d_) {
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myfunc_data *d = reinterpret_cast<myfunc_data*>(d_);
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try {
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return d->f(n, x, grad, d->f_data);
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}
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catch (std::bad_alloc&)
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{ d->o->forced_stop_reason = NLOPT_OUT_OF_MEMORY; }
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catch (std::invalid_argument&)
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{ d->o->forced_stop_reason = NLOPT_INVALID_ARGS; }
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catch (roundoff_limited&)
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{ d->o->forced_stop_reason = NLOPT_ROUNDOFF_LIMITED; }
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catch (forced_stop&)
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{ d->o->forced_stop_reason = NLOPT_FORCED_STOP; }
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catch (...)
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{ d->o->forced_stop_reason = NLOPT_FAILURE; }
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d->o->force_stop(); // stop gracefully, opt::optimize will re-throw
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return HUGE_VAL;
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}
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// nlopt_mfunc wrapper that catches exceptions
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static void mymfunc(unsigned m, double *result,
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unsigned n, const double *x, double *grad, void *d_) {
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myfunc_data *d = reinterpret_cast<myfunc_data*>(d_);
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try {
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d->mf(m, result, n, x, grad, d->f_data);
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return;
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}
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catch (std::bad_alloc&)
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{ d->o->forced_stop_reason = NLOPT_OUT_OF_MEMORY; }
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catch (std::invalid_argument&)
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{ d->o->forced_stop_reason = NLOPT_INVALID_ARGS; }
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catch (roundoff_limited&)
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{ d->o->forced_stop_reason = NLOPT_ROUNDOFF_LIMITED; }
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catch (forced_stop&)
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{ d->o->forced_stop_reason = NLOPT_FORCED_STOP; }
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catch (...)
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{ d->o->forced_stop_reason = NLOPT_FAILURE; }
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d->o->force_stop(); // stop gracefully, opt::optimize will re-throw
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for (unsigned i = 0; i < m; ++i) result[i] = HUGE_VAL;
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}
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std::vector<double> xtmp, gradtmp, gradtmp0; // scratch for myvfunc
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// nlopt_func wrapper, using std::vector<double>
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static double myvfunc(unsigned n, const double *x, double *grad, void *d_){
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myfunc_data *d = reinterpret_cast<myfunc_data*>(d_);
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try {
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std::vector<double> &xv = d->o->xtmp;
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if (n) std::memcpy(&xv[0], x, n * sizeof(double));
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double val=d->vf(xv, grad ? d->o->gradtmp : d->o->gradtmp0, d->f_data);
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if (grad && n) {
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std::vector<double> &gradv = d->o->gradtmp;
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std::memcpy(grad, &gradv[0], n * sizeof(double));
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}
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return val;
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}
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catch (std::bad_alloc&)
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{ d->o->forced_stop_reason = NLOPT_OUT_OF_MEMORY; }
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catch (std::invalid_argument&)
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{ d->o->forced_stop_reason = NLOPT_INVALID_ARGS; }
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catch (roundoff_limited&)
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{ d->o->forced_stop_reason = NLOPT_ROUNDOFF_LIMITED; }
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catch (forced_stop&)
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{ d->o->forced_stop_reason = NLOPT_FORCED_STOP; }
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catch (...)
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{ d->o->forced_stop_reason = NLOPT_FAILURE; }
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d->o->force_stop(); // stop gracefully, opt::optimize will re-throw
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return HUGE_VAL;
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}
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void alloc_tmp() {
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if (xtmp.size() != nlopt_get_dimension(o)) {
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xtmp = std::vector<double>(nlopt_get_dimension(o));
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gradtmp = std::vector<double>(nlopt_get_dimension(o));
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}
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}
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result last_result;
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double last_optf;
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nlopt_result forced_stop_reason;
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public:
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// Constructors etc.
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opt() : o(NULL), xtmp(0), gradtmp(0), gradtmp0(0),
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last_result(nlopt::FAILURE), last_optf(HUGE_VAL),
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forced_stop_reason(NLOPT_FORCED_STOP) {}
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~opt() { nlopt_destroy(o); }
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opt(algorithm a, unsigned n) :
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o(nlopt_create(nlopt_algorithm(a), n)),
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xtmp(0), gradtmp(0), gradtmp0(0),
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last_result(nlopt::FAILURE), last_optf(HUGE_VAL),
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forced_stop_reason(NLOPT_FORCED_STOP) {
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if (!o) throw std::bad_alloc();
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nlopt_set_munge(o, free_myfunc_data, dup_myfunc_data);
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}
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opt(const opt& f) : o(nlopt_copy(f.o)),
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xtmp(f.xtmp), gradtmp(f.gradtmp), gradtmp0(0),
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last_result(f.last_result), last_optf(f.last_optf),
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forced_stop_reason(f.forced_stop_reason) {
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if (f.o && !o) throw std::bad_alloc();
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}
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opt& operator=(opt const& f) {
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if (this == &f) return *this; // self-assignment
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nlopt_destroy(o);
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o = nlopt_copy(f.o);
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if (f.o && !o) throw std::bad_alloc();
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xtmp = f.xtmp; gradtmp = f.gradtmp;
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last_result = f.last_result; last_optf = f.last_optf;
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forced_stop_reason = f.forced_stop_reason;
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return *this;
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}
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// Do the optimization:
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result optimize(std::vector<double> &x, double &opt_f) {
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if (o && nlopt_get_dimension(o) != x.size())
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throw std::invalid_argument("dimension mismatch");
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forced_stop_reason = NLOPT_FORCED_STOP;
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nlopt_result ret = nlopt_optimize(o, x.empty() ? NULL : &x[0], &opt_f);
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last_result = result(ret);
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last_optf = opt_f;
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if (ret == NLOPT_FORCED_STOP)
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mythrow(forced_stop_reason);
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mythrow(ret);
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return last_result;
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}
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// variant mainly useful for SWIG wrappers:
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std::vector<double> optimize(const std::vector<double> &x0) {
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std::vector<double> x(x0);
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last_result = optimize(x, last_optf);
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return x;
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}
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result last_optimize_result() const { return last_result; }
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double last_optimum_value() const { return last_optf; }
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// accessors:
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algorithm get_algorithm() const {
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if (!o) throw std::runtime_error("uninitialized nlopt::opt");
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return algorithm(nlopt_get_algorithm(o));
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}
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const char *get_algorithm_name() const {
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if (!o) throw std::runtime_error("uninitialized nlopt::opt");
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return nlopt_algorithm_name(nlopt_get_algorithm(o));
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}
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unsigned get_dimension() const {
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if (!o) throw std::runtime_error("uninitialized nlopt::opt");
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return nlopt_get_dimension(o);
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}
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// Set the objective function
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void set_min_objective(func f, void *f_data) {
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myfunc_data *d = new myfunc_data;
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if (!d) throw std::bad_alloc();
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d->o = this; d->f = f; d->f_data = f_data; d->mf = NULL; d->vf = NULL;
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d->munge_destroy = d->munge_copy = NULL;
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mythrow(nlopt_set_min_objective(o, myfunc, d)); // d freed via o
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}
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void set_min_objective(vfunc vf, void *f_data) {
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myfunc_data *d = new myfunc_data;
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if (!d) throw std::bad_alloc();
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d->o = this; d->f = NULL; d->f_data = f_data; d->mf = NULL; d->vf = vf;
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d->munge_destroy = d->munge_copy = NULL;
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mythrow(nlopt_set_min_objective(o, myvfunc, d)); // d freed via o
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alloc_tmp();
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}
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void set_max_objective(func f, void *f_data) {
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myfunc_data *d = new myfunc_data;
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if (!d) throw std::bad_alloc();
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d->o = this; d->f = f; d->f_data = f_data; d->mf = NULL; d->vf = NULL;
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d->munge_destroy = d->munge_copy = NULL;
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mythrow(nlopt_set_max_objective(o, myfunc, d)); // d freed via o
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}
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void set_max_objective(vfunc vf, void *f_data) {
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myfunc_data *d = new myfunc_data;
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if (!d) throw std::bad_alloc();
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d->o = this; d->f = NULL; d->f_data = f_data; d->mf = NULL; d->vf = vf;
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d->munge_destroy = d->munge_copy = NULL;
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mythrow(nlopt_set_max_objective(o, myvfunc, d)); // d freed via o
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alloc_tmp();
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}
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// for internal use in SWIG wrappers -- variant that
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// takes ownership of f_data, with munging for destroy/copy
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void set_min_objective(func f, void *f_data,
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nlopt_munge md, nlopt_munge mc) {
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myfunc_data *d = new myfunc_data;
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if (!d) throw std::bad_alloc();
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d->o = this; d->f = f; d->f_data = f_data; d->mf = NULL; d->vf = NULL;
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d->munge_destroy = md; d->munge_copy = mc;
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mythrow(nlopt_set_min_objective(o, myfunc, d)); // d freed via o
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}
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void set_max_objective(func f, void *f_data,
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nlopt_munge md, nlopt_munge mc) {
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myfunc_data *d = new myfunc_data;
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if (!d) throw std::bad_alloc();
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d->o = this; d->f = f; d->f_data = f_data; d->mf = NULL; d->vf = NULL;
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d->munge_destroy = md; d->munge_copy = mc;
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mythrow(nlopt_set_max_objective(o, myfunc, d)); // d freed via o
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}
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// Nonlinear constraints:
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void remove_inequality_constraints() {
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nlopt_result ret = nlopt_remove_inequality_constraints(o);
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mythrow(ret);
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}
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void add_inequality_constraint(func f, void *f_data, double tol=0) {
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myfunc_data *d = new myfunc_data;
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if (!d) throw std::bad_alloc();
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d->o = this; d->f = f; d->f_data = f_data; d->mf = NULL; d->vf = NULL;
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d->munge_destroy = d->munge_copy = NULL;
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mythrow(nlopt_add_inequality_constraint(o, myfunc, d, tol));
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}
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void add_inequality_constraint(vfunc vf, void *f_data, double tol=0) {
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myfunc_data *d = new myfunc_data;
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if (!d) throw std::bad_alloc();
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d->o = this; d->f = NULL; d->f_data = f_data; d->mf = NULL; d->vf = vf;
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d->munge_destroy = d->munge_copy = NULL;
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mythrow(nlopt_add_inequality_constraint(o, myvfunc, d, tol));
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alloc_tmp();
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}
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void add_inequality_mconstraint(mfunc mf, void *f_data,
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const std::vector<double> &tol) {
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myfunc_data *d = new myfunc_data;
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if (!d) throw std::bad_alloc();
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d->o = this; d->mf = mf; d->f_data = f_data; d->f = NULL; d->vf = NULL;
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d->munge_destroy = d->munge_copy = NULL;
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mythrow(nlopt_add_inequality_mconstraint(o, tol.size(), mymfunc, d,
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tol.empty() ? NULL : &tol[0]));
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}
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void remove_equality_constraints() {
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nlopt_result ret = nlopt_remove_equality_constraints(o);
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mythrow(ret);
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}
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void add_equality_constraint(func f, void *f_data, double tol=0) {
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myfunc_data *d = new myfunc_data;
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if (!d) throw std::bad_alloc();
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d->o = this; d->f = f; d->f_data = f_data; d->mf = NULL; d->vf = NULL;
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d->munge_destroy = d->munge_copy = NULL;
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mythrow(nlopt_add_equality_constraint(o, myfunc, d, tol));
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}
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void add_equality_constraint(vfunc vf, void *f_data, double tol=0) {
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myfunc_data *d = new myfunc_data;
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if (!d) throw std::bad_alloc();
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d->o = this; d->f = NULL; d->f_data = f_data; d->mf = NULL; d->vf = vf;
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d->munge_destroy = d->munge_copy = NULL;
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mythrow(nlopt_add_equality_constraint(o, myvfunc, d, tol));
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alloc_tmp();
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}
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void add_equality_mconstraint(mfunc mf, void *f_data,
|
|
const std::vector<double> &tol) {
|
|
myfunc_data *d = new myfunc_data;
|
|
if (!d) throw std::bad_alloc();
|
|
d->o = this; d->mf = mf; d->f_data = f_data; d->f = NULL; d->vf = NULL;
|
|
d->munge_destroy = d->munge_copy = NULL;
|
|
mythrow(nlopt_add_equality_mconstraint(o, tol.size(), mymfunc, d,
|
|
tol.empty() ? NULL : &tol[0]));
|
|
}
|
|
|
|
// For internal use in SWIG wrappers (see also above)
|
|
void add_inequality_constraint(func f, void *f_data,
|
|
nlopt_munge md, nlopt_munge mc,
|
|
double tol=0) {
|
|
myfunc_data *d = new myfunc_data;
|
|
if (!d) throw std::bad_alloc();
|
|
d->o = this; d->f = f; d->f_data = f_data; d->mf = NULL; d->vf = NULL;
|
|
d->munge_destroy = md; d->munge_copy = mc;
|
|
mythrow(nlopt_add_inequality_constraint(o, myfunc, d, tol));
|
|
}
|
|
void add_equality_constraint(func f, void *f_data,
|
|
nlopt_munge md, nlopt_munge mc,
|
|
double tol=0) {
|
|
myfunc_data *d = new myfunc_data;
|
|
if (!d) throw std::bad_alloc();
|
|
d->o = this; d->f = f; d->f_data = f_data; d->mf = NULL; d->vf = NULL;
|
|
d->munge_destroy = md; d->munge_copy = mc;
|
|
mythrow(nlopt_add_equality_constraint(o, myfunc, d, tol));
|
|
}
|
|
void add_inequality_mconstraint(mfunc mf, void *f_data,
|
|
nlopt_munge md, nlopt_munge mc,
|
|
const std::vector<double> &tol) {
|
|
myfunc_data *d = new myfunc_data;
|
|
if (!d) throw std::bad_alloc();
|
|
d->o = this; d->mf = mf; d->f_data = f_data; d->f = NULL; d->vf = NULL;
|
|
d->munge_destroy = md; d->munge_copy = mc;
|
|
mythrow(nlopt_add_inequality_mconstraint(o, tol.size(), mymfunc, d,
|
|
tol.empty() ? NULL : &tol[0]));
|
|
}
|
|
void add_equality_mconstraint(mfunc mf, void *f_data,
|
|
nlopt_munge md, nlopt_munge mc,
|
|
const std::vector<double> &tol) {
|
|
myfunc_data *d = new myfunc_data;
|
|
if (!d) throw std::bad_alloc();
|
|
d->o = this; d->mf = mf; d->f_data = f_data; d->f = NULL; d->vf = NULL;
|
|
d->munge_destroy = md; d->munge_copy = mc;
|
|
mythrow(nlopt_add_equality_mconstraint(o, tol.size(), mymfunc, d,
|
|
tol.empty() ? NULL : &tol[0]));
|
|
}
|
|
|
|
#define NLOPT_GETSET_VEC(name) \
|
|
void set_##name(double val) { \
|
|
mythrow(nlopt_set_##name##1(o, val)); \
|
|
} \
|
|
void get_##name(std::vector<double> &v) const { \
|
|
if (o && nlopt_get_dimension(o) != v.size()) \
|
|
throw std::invalid_argument("dimension mismatch"); \
|
|
mythrow(nlopt_get_##name(o, v.empty() ? NULL : &v[0])); \
|
|
} \
|
|
std::vector<double> get_##name() const { \
|
|
if (!o) throw std::runtime_error("uninitialized nlopt::opt"); \
|
|
std::vector<double> v(nlopt_get_dimension(o)); \
|
|
get_##name(v); \
|
|
return v; \
|
|
} \
|
|
void set_##name(const std::vector<double> &v) { \
|
|
if (o && nlopt_get_dimension(o) != v.size()) \
|
|
throw std::invalid_argument("dimension mismatch"); \
|
|
mythrow(nlopt_set_##name(o, v.empty() ? NULL : &v[0])); \
|
|
}
|
|
|
|
NLOPT_GETSET_VEC(lower_bounds)
|
|
NLOPT_GETSET_VEC(upper_bounds)
|
|
|
|
// stopping criteria:
|
|
|
|
#define NLOPT_GETSET(T, name) \
|
|
T get_##name() const { \
|
|
if (!o) throw std::runtime_error("uninitialized nlopt::opt"); \
|
|
return nlopt_get_##name(o); \
|
|
} \
|
|
void set_##name(T name) { \
|
|
mythrow(nlopt_set_##name(o, name)); \
|
|
}
|
|
NLOPT_GETSET(double, stopval)
|
|
NLOPT_GETSET(double, ftol_rel)
|
|
NLOPT_GETSET(double, ftol_abs)
|
|
NLOPT_GETSET(double, xtol_rel)
|
|
NLOPT_GETSET_VEC(xtol_abs)
|
|
NLOPT_GETSET(int, maxeval)
|
|
NLOPT_GETSET(double, maxtime)
|
|
|
|
NLOPT_GETSET(int, force_stop)
|
|
void force_stop() { set_force_stop(1); }
|
|
|
|
// algorithm-specific parameters:
|
|
|
|
void set_local_optimizer(const opt &lo) {
|
|
nlopt_result ret = nlopt_set_local_optimizer(o, lo.o);
|
|
mythrow(ret);
|
|
}
|
|
|
|
NLOPT_GETSET(unsigned, population)
|
|
NLOPT_GETSET(unsigned, vector_storage)
|
|
NLOPT_GETSET_VEC(initial_step)
|
|
|
|
void set_default_initial_step(const std::vector<double> &x) {
|
|
nlopt_result ret
|
|
= nlopt_set_default_initial_step(o, x.empty() ? NULL : &x[0]);
|
|
mythrow(ret);
|
|
}
|
|
void get_initial_step(const std::vector<double> &x, std::vector<double> &dx) const {
|
|
if (o && (nlopt_get_dimension(o) != x.size()
|
|
|| nlopt_get_dimension(o) != dx.size()))
|
|
throw std::invalid_argument("dimension mismatch");
|
|
nlopt_result ret = nlopt_get_initial_step(o, x.empty() ? NULL : &x[0],
|
|
dx.empty() ? NULL : &dx[0]);
|
|
mythrow(ret);
|
|
}
|
|
std::vector<double> get_initial_step_(const std::vector<double> &x) const {
|
|
if (!o) throw std::runtime_error("uninitialized nlopt::opt");
|
|
std::vector<double> v(nlopt_get_dimension(o));
|
|
get_initial_step(x, v);
|
|
return v;
|
|
}
|
|
};
|
|
|
|
#undef NLOPT_GETSET
|
|
#undef NLOPT_GETSET_VEC
|
|
|
|
//////////////////////////////////////////////////////////////////////
|
|
|
|
inline void srand(unsigned long seed) { nlopt_srand(seed); }
|
|
inline void srand_time() { nlopt_srand_time(); }
|
|
inline void version(int &major, int &minor, int &bugfix) {
|
|
nlopt_version(&major, &minor, &bugfix);
|
|
}
|
|
inline int version_major() {
|
|
int major, minor, bugfix;
|
|
nlopt_version(&major, &minor, &bugfix);
|
|
return major;
|
|
}
|
|
inline int version_minor() {
|
|
int major, minor, bugfix;
|
|
nlopt_version(&major, &minor, &bugfix);
|
|
return minor;
|
|
}
|
|
inline int version_bugfix() {
|
|
int major, minor, bugfix;
|
|
nlopt_version(&major, &minor, &bugfix);
|
|
return bugfix;
|
|
}
|
|
inline const char *algorithm_name(algorithm a) {
|
|
return nlopt_algorithm_name(nlopt_algorithm(a));
|
|
}
|
|
|
|
//////////////////////////////////////////////////////////////////////
|
|
|
|
} // namespace nlopt
|
|
|
|
#endif /* NLOPT_HPP */
|