/** \file optimizer.hpp \brief the definition of classes optimizer, func_obj, and opt_method */ #ifndef OPTIMZER_H_ #define OPTIMZER_H_ //#define DEBUG #include #include "opt_traits.hpp" #include "opt_exception.hpp" #include #include #ifdef DEBUG #include using namespace std; #endif /** The root namespace of the opt_utilities library */ namespace opt_utilities { /////////Forward declare/////////////////////////////////// template class optimizer; template class func_obj; template class opt_method; /** \brief Virtual class representing an object function. \tparam rT the return type \tparam pT the self-varible type */ template class func_obj :public std::unary_function { private: /** \param x the self-varible \return the value evaluated */ virtual rT do_eval(const pT& x)=0; /** \return the clone of an object. */ virtual func_obj* do_clone()const=0; /** Destroy the object generated by clone function */ virtual void do_destroy() { delete this; } public: /** Interface function to perform the clone \return the clone of an pre-existed object. */ func_obj* clone()const { return do_clone(); } /** Interface function to perform the destroy. */ void destroy() { do_destroy(); } /** Makes the class object like a real function. */ rT operator()(const pT& p) { return do_eval(p); } /** The same as operator(). */ rT eval(const pT& p) { return do_eval(p); }; /** deconstruct function */ virtual ~func_obj(){}; // virtual XT walk(XT,YT)=0; }; /** \brief virtual class representing optimization methods \tparam rT the return type \tparam pT the self-varible type */ template class opt_method { private: /** Set the optimizer \param op optimizer to be set */ virtual void do_set_optimizer(optimizer& op)=0; /** Set the precision \param th threshold */ virtual void do_set_precision(rT th)=0; /** perform the optimization \return final optimized parameter. */ virtual pT do_optimize()=0; /** \param p start point */ virtual void do_set_start_point(const pT& p)=0; /** \param p the lower limit */ virtual void do_set_lower_limit(const pT& p){}; /** \param p the upper limit */ virtual void do_set_upper_limit(const pT& p){}; /** \return the clone of current object */ virtual opt_method* do_clone()const=0; /** destroy the object created by clone() */ virtual void do_destroy() { delete this; } public: /** Interface function for seting optimizer \param op optimizer to be set */ void set_optimizer(optimizer& op) { do_set_optimizer(op); }; /** Interface function to set precision \param x the threshold */ void set_precision(rT x) { do_set_precision(x); } /** Interface function to set start point \param p start point */ void set_start_point(const pT& p) { do_set_start_point(p); } /** Interface function to set lower limit \param p the lower limit */ void set_lower_limit(const pT& p) { do_set_lower_limit(p); } /** Interface function to set upper limit \param p upper limit */ void set_upper_limit(const pT& p) { do_set_upper_limit(p); } /** Interface function for performing the optimization \return the optimized parameter. */ pT optimize() { return do_optimize(); }; /** \return the cloned object. */ opt_method* clone()const { return do_clone(); } /** destroy the cloned object. */ void destroy() { do_destroy(); } /** deconstruct function */ virtual ~opt_method(){}; }; /** \brief The manager for performing the manager \tparam rT the return type \tparam pT the self-varible type */ template class optimizer { public: private: /** pointer pointing a opt_method object */ opt_method* p_opt_method; /** pointer pointing a func_obj object */ func_obj* p_func_obj; public: /** default construct function */ optimizer() :p_opt_method(0),p_func_obj(0) {} /** construct function \param fc object function \param om optimization method */ optimizer(func_obj& fc,const opt_method& om) :p_func_obj(fc.clone()),p_opt_method(om.clone()) { p_opt_method->set_optimizer(*this); } /** copy construct function */ optimizer(const optimizer& rhs) :p_opt_method(0),p_func_obj(0) { if(rhs.p_func_obj!=0) { set_func_obj(*(rhs.p_func_obj)); } if(rhs.p_opt_method!=0) { set_opt_method(*(rhs.p_opt_method)); } } /** Assignment operator */ optimizer& operator=(const optimizer& rhs) { if(this==&rhs) { return *this; } if(rhs.p_func_obj!=0) { set_func_obj(*(rhs.p_func_obj)); } if(rhs.p_opt_method!=0) { set_opt_method(*(rhs.p_opt_method)); } return *this; } /** destruct function */ virtual ~optimizer() { if(p_func_obj!=0) { //delete p_func_obj; p_func_obj->destroy(); } if(p_opt_method!=0) { //delete p_opt_method; p_opt_method->destroy(); } }; public: /** set objection function \param fc objection function */ void set_func_obj(const func_obj& fc) { if(p_func_obj!=0) { //delete p_func_obj; p_func_obj->destroy(); } p_func_obj=fc.clone(); if(p_opt_method!=0) { p_opt_method->set_optimizer(*this); } } /** set optimization method \param om optmization method */ void set_opt_method(const opt_method& om) { if(p_opt_method!=0) { //delete p_opt_method; p_opt_method->destroy(); } p_opt_method=om.clone(); p_opt_method->set_optimizer(*this); } /** \return a reference of internally kept optimization method */ opt_method& method() { if(p_opt_method==0) { throw opt_method_undefined(); } return *(this->p_opt_method); } /** set precision \param x threshold */ void set_precision(rT x) { if(p_opt_method==0) { throw opt_method_undefined(); } p_opt_method->set_precision(x); } /** set start point \param x start point */ void set_start_point(const pT& x) { if(p_opt_method==0) { throw opt_method_undefined(); } p_opt_method->set_start_point(x); } /** set lower limit \param x lower limit */ void set_lower_limit(const pT& x) { if(p_opt_method==0) { throw opt_method_undefined(); } p_opt_method->set_lower_limit(x); } /** set upper limit \param x upper limit */ void set_upper_limit(const pT& x) { if(p_opt_method==0) { throw opt_method_undefined(); } p_opt_method->set_upper_limit(x); } /** call the objection function \param self var \return function value */ rT eval(const pT& x) { if(p_func_obj==0) { throw target_function_undefined(); } return p_func_obj->eval(x); } /** perform the optimization \return the optimizated paramater */ pT optimize() { if(p_opt_method==0) { throw opt_method_undefined(); } if(p_func_obj==0) { throw target_function_undefined(); } return p_opt_method->optimize(); } /** \return the pointer to the inner object function */ func_obj* ptr_func_obj() { return p_func_obj; } }; } #endif //EOF