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function.h

00001 //
00002 // function.h
00003 //
00004 // Copyright (C) 1996 Limit Point Systems, Inc.
00005 //
00006 // Author: Curtis Janssen <cljanss@limitpt.com>
00007 // Maintainer: LPS
00008 //
00009 // This file is part of the SC Toolkit.
00010 //
00011 // The SC Toolkit is free software; you can redistribute it and/or modify
00012 // it under the terms of the GNU Library General Public License as published by
00013 // the Free Software Foundation; either version 2, or (at your option)
00014 // any later version.
00015 //
00016 // The SC Toolkit is distributed in the hope that it will be useful,
00017 // but WITHOUT ANY WARRANTY; without even the implied warranty of
00018 // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
00019 // GNU Library General Public License for more details.
00020 //
00021 // You should have received a copy of the GNU Library General Public License
00022 // along with the SC Toolkit; see the file COPYING.LIB.  If not, write to
00023 // the Free Software Foundation, 675 Mass Ave, Cambridge, MA 02139, USA.
00024 //
00025 // The U.S. Government is granted a limited license as per AL 91-7.
00026 //
00027 
00028 #ifdef __GNUC__
00029 #pragma interface
00030 #endif
00031 
00032 #ifndef _math_optimize_function_h
00033 #define _math_optimize_function_h
00034 
00035 #include <math.h>
00036 #include <float.h>
00037 
00038 #include <util/state/state.h>
00039 #include <math/optimize/transform.h>
00040 #include <math/scmat/matrix.h>
00041 #include <math/scmat/result.h>
00042 
00046 class Function: virtual public SavableState, public Compute {
00047   protected:
00048     Ref<SCMatrixKit> matrixkit_;          
00049 
00050     RefSCVector x_;                     
00051     RefSCDimension dim_;                
00052     AccResultdouble value_;             
00053     AccResultRefSCVector gradient_;     
00054     AccResultRefSymmSCMatrix hessian_;  
00055 
00060     virtual void set_value(double);
00061     virtual void set_gradient(RefSCVector&);
00062     virtual void set_hessian(RefSymmSCMatrix&);
00064 
00067     virtual void set_matrixkit(const Ref<SCMatrixKit>&);
00068     virtual void set_dimension(const RefSCDimension&);
00069 
00074     virtual void set_actual_value_accuracy(double);
00075     virtual void set_actual_gradient_accuracy(double);
00076     virtual void set_actual_hessian_accuracy(double);
00078 
00080     RefSCVector& get_x_reference() { obsolete(); return x_; }
00081 
00084     void do_change_coordinates(const Ref<NonlinearTransform>&);
00085   public:
00086     Function();
00087     Function(StateIn&);
00088     Function(const Function&);
00089 
00106     Function(const Ref<KeyVal>&, double funcacc = DBL_EPSILON,
00107              double gradacc = DBL_EPSILON, double hessacc = DBL_EPSILON);
00108     virtual ~Function();
00109 
00110     Function & operator=(const Function&);
00111 
00114     Ref<SCMatrixKit> matrixkit() const;
00116     RefSCDimension dimension() const;
00117 
00118     virtual void save_data_state(StateOut&);
00119 
00121     virtual double value();
00123     int value_needed() const;
00127     int do_value(int);
00128     AccResultdouble& value_result() { return value_; }
00129 
00131     virtual void set_desired_value_accuracy(double);
00133     virtual double actual_value_accuracy() const;
00135     virtual double desired_value_accuracy() const;
00136 
00141     virtual RefSCVector gradient();
00142     int gradient_needed() const;
00143     int do_gradient(int);
00144     virtual void set_desired_gradient_accuracy(double);
00145     virtual double actual_gradient_accuracy() const;
00146     virtual double desired_gradient_accuracy() const;
00147     AccResultRefSCVector& gradient_result() { return gradient_; }
00149 
00154     virtual RefSymmSCMatrix hessian();
00155     int hessian_needed() const;
00156     int do_hessian(int);
00157     virtual void set_desired_hessian_accuracy(double);
00158     virtual double actual_hessian_accuracy() const;
00159     virtual double desired_hessian_accuracy() const;
00160     AccResultRefSymmSCMatrix& hessian_result() { return hessian_; }
00162 
00163     // hessian by gradients at finite displacements
00164     // virtual RefSCMatrix fd1_hessian();
00165 
00167     virtual void guess_hessian(RefSymmSCMatrix&);
00168     virtual RefSymmSCMatrix inverse_hessian(RefSymmSCMatrix&);
00169 
00172     virtual int value_implemented() const;
00173     virtual int gradient_implemented() const;
00174     virtual int hessian_implemented() const;
00175 
00177     virtual void set_x(const RefSCVector&);
00178     RefSCVector get_x() const { return x_.copy(); }
00179     const RefSCVector& get_x_no_copy() const { return x_; }
00180 
00187     virtual Ref<NonlinearTransform> change_coordinates();
00188 
00190     virtual void print(std::ostream& = ExEnv::out()) const;
00191 };
00192 
00193 
00194 #endif
00195 
00196 // Local Variables:
00197 // mode: c++
00198 // c-file-style: "CLJ"
00199 // End:

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