1015 lines
		
	
	
		
			38 KiB
		
	
	
	
		
			Plaintext
		
	
	
	
	
	
			
		
		
	
	
			1015 lines
		
	
	
		
			38 KiB
		
	
	
	
		
			Plaintext
		
	
	
	
	
	
/* [auto_generated]
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 boost/numeric/odeint/stepper/controlled_runge_kutta.hpp
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 [begin_description]
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 The default controlled stepper which can be used with all explicit Runge-Kutta error steppers.
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 [end_description]
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 Copyright 2010-2013 Karsten Ahnert
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 Copyright 2010-2015 Mario Mulansky
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 Copyright 2012 Christoph Koke
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 Distributed under the Boost Software License, Version 1.0.
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 (See accompanying file LICENSE_1_0.txt or
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 copy at http://www.boost.org/LICENSE_1_0.txt)
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 */
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#ifndef BOOST_NUMERIC_ODEINT_STEPPER_CONTROLLED_RUNGE_KUTTA_HPP_INCLUDED
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#define BOOST_NUMERIC_ODEINT_STEPPER_CONTROLLED_RUNGE_KUTTA_HPP_INCLUDED
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#include <cmath>
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#include <boost/config.hpp>
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#include <boost/utility/enable_if.hpp>
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#include <boost/type_traits/is_same.hpp>
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#include <boost/numeric/odeint/util/bind.hpp>
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#include <boost/numeric/odeint/util/unwrap_reference.hpp>
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#include <boost/numeric/odeint/util/copy.hpp>
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#include <boost/numeric/odeint/util/state_wrapper.hpp>
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#include <boost/numeric/odeint/util/is_resizeable.hpp>
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#include <boost/numeric/odeint/util/resizer.hpp>
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#include <boost/numeric/odeint/util/detail/less_with_sign.hpp>
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#include <boost/numeric/odeint/algebra/range_algebra.hpp>
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#include <boost/numeric/odeint/algebra/default_operations.hpp>
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#include <boost/numeric/odeint/algebra/algebra_dispatcher.hpp>
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#include <boost/numeric/odeint/stepper/controlled_step_result.hpp>
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#include <boost/numeric/odeint/stepper/stepper_categories.hpp>
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namespace boost {
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namespace numeric {
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namespace odeint {
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template
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<
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class Value ,
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class Algebra ,
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class Operations
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>
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class default_error_checker
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{
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public:
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    typedef Value value_type;
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    typedef Algebra algebra_type;
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    typedef Operations operations_type;
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    default_error_checker(
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            value_type eps_abs = static_cast< value_type >( 1.0e-6 ) ,
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            value_type eps_rel = static_cast< value_type >( 1.0e-6 ) ,
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            value_type a_x = static_cast< value_type >( 1 ) ,
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            value_type a_dxdt = static_cast< value_type >( 1 ))
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        : m_eps_abs( eps_abs ) , m_eps_rel( eps_rel ) , m_a_x( a_x ) , m_a_dxdt( a_dxdt )
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    { }
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    template< class State , class Deriv , class Err, class Time >
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    value_type error( const State &x_old , const Deriv &dxdt_old , Err &x_err , Time dt ) const
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    {
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        return error( algebra_type() , x_old , dxdt_old , x_err , dt );
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    }
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    template< class State , class Deriv , class Err, class Time >
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    value_type error( algebra_type &algebra , const State &x_old , const Deriv &dxdt_old , Err &x_err , Time dt ) const
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    {
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        using std::abs;
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        // this overwrites x_err !
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        algebra.for_each3( x_err , x_old , dxdt_old ,
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                typename operations_type::template rel_error< value_type >( m_eps_abs , m_eps_rel , m_a_x , m_a_dxdt * abs(get_unit_value( dt )) ) );
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        // value_type res = algebra.reduce( x_err ,
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        //        typename operations_type::template maximum< value_type >() , static_cast< value_type >( 0 ) );
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        return algebra.norm_inf( x_err );
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    }
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private:
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    value_type m_eps_abs;
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    value_type m_eps_rel;
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    value_type m_a_x;
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    value_type m_a_dxdt;
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};
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template< typename Value, typename Time >
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class default_step_adjuster
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{
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public:
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    typedef Time time_type;
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    typedef Value value_type;
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    default_step_adjuster(const time_type max_dt=static_cast<time_type>(0))
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            : m_max_dt(max_dt)
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    {}
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    time_type decrease_step(time_type dt, const value_type error, const int error_order) const
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    {
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        // returns the decreased time step
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        BOOST_USING_STD_MIN();
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        BOOST_USING_STD_MAX();
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        using std::pow;
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        dt *= max
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        BOOST_PREVENT_MACRO_SUBSTITUTION(
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                static_cast<value_type>( static_cast<value_type>(9) / static_cast<value_type>(10) *
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                                         pow(error, static_cast<value_type>(-1) / (error_order - 1))),
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                static_cast<value_type>( static_cast<value_type>(1) / static_cast<value_type> (5)));
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        if(m_max_dt != static_cast<time_type >(0))
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            // limit to maximal stepsize even when decreasing
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            dt = detail::min_abs(dt, m_max_dt);
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        return dt;
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    }
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    time_type increase_step(time_type dt, value_type error, const int stepper_order) const
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    {
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        // returns the increased time step
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        BOOST_USING_STD_MIN();
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        BOOST_USING_STD_MAX();
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        using std::pow;
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        // adjust the size if dt is smaller than max_dt (providede max_dt is not zero)
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        if(error < 0.5)
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        {
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            // error should be > 0
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            error = max BOOST_PREVENT_MACRO_SUBSTITUTION (
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                    static_cast<value_type>( pow( static_cast<value_type>(5.0) , -static_cast<value_type>(stepper_order) ) ) ,
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                    error);
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            time_type dt_old = dt;
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            //error too small - increase dt and keep the evolution and limit scaling factor to 5.0
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            dt *= static_cast<value_type>(9)/static_cast<value_type>(10) *
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                  pow(error, static_cast<value_type>(-1) / stepper_order);
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            if(m_max_dt != static_cast<time_type >(0))
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                // limit to maximal stepsize
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                dt = detail::min_abs(dt, m_max_dt);
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        }
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        return dt;
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    }
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    bool check_step_size_limit(const time_type dt)
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    {
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        if(m_max_dt != static_cast<time_type >(0))
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            return detail::less_eq_with_sign(dt, m_max_dt, dt);
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        return true;
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    }
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    time_type get_max_dt() { return m_max_dt; }
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private:
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    time_type m_max_dt;
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};
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/*
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 * error stepper category dispatcher
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 */
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template<
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class ErrorStepper ,
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class ErrorChecker = default_error_checker< typename ErrorStepper::value_type ,
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    typename ErrorStepper::algebra_type ,
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    typename ErrorStepper::operations_type > ,
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class StepAdjuster = default_step_adjuster< typename ErrorStepper::value_type ,
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    typename ErrorStepper::time_type > ,
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class Resizer = typename ErrorStepper::resizer_type ,
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class ErrorStepperCategory = typename ErrorStepper::stepper_category
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>
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class controlled_runge_kutta ;
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/*
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 * explicit stepper version
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 *
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 * this class introduces the following try_step overloads
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    * try_step( sys , x , t , dt )
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    * try_step( sys , x , dxdt , t , dt )
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    * try_step( sys , in , t , out , dt )
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    * try_step( sys , in , dxdt , t , out , dt )
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 */
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/**
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 * \brief Implements step size control for Runge-Kutta steppers with error 
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 * estimation.
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 *
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 * This class implements the step size control for standard Runge-Kutta 
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 * steppers with error estimation.
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 *
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 * \tparam ErrorStepper The stepper type with error estimation, has to fulfill the ErrorStepper concept.
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 * \tparam ErrorChecker The error checker
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 * \tparam Resizer The resizer policy type.
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 */
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template<
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class ErrorStepper,
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class ErrorChecker,
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class StepAdjuster,
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class Resizer
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>
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class controlled_runge_kutta< ErrorStepper , ErrorChecker , StepAdjuster, Resizer ,
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        explicit_error_stepper_tag >
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{
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public:
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    typedef ErrorStepper stepper_type;
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    typedef typename stepper_type::state_type state_type;
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    typedef typename stepper_type::value_type value_type;
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    typedef typename stepper_type::deriv_type deriv_type;
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    typedef typename stepper_type::time_type time_type;
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    typedef typename stepper_type::algebra_type algebra_type;
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    typedef typename stepper_type::operations_type operations_type;
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    typedef Resizer resizer_type;
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    typedef ErrorChecker error_checker_type;
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    typedef StepAdjuster step_adjuster_type;
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    typedef explicit_controlled_stepper_tag stepper_category;
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#ifndef DOXYGEN_SKIP
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    typedef typename stepper_type::wrapped_state_type wrapped_state_type;
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    typedef typename stepper_type::wrapped_deriv_type wrapped_deriv_type;
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    typedef controlled_runge_kutta< ErrorStepper , ErrorChecker , StepAdjuster ,
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            Resizer , explicit_error_stepper_tag > controlled_stepper_type;
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#endif //DOXYGEN_SKIP
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    /**
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     * \brief Constructs the controlled Runge-Kutta stepper.
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     * \param error_checker An instance of the error checker.
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     * \param stepper An instance of the underlying stepper.
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     */
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    controlled_runge_kutta(
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            const error_checker_type &error_checker = error_checker_type( ) ,
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            const step_adjuster_type &step_adjuster = step_adjuster_type() ,
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            const stepper_type &stepper = stepper_type( )
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    )
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        : m_stepper(stepper), m_error_checker(error_checker) , m_step_adjuster(step_adjuster)
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    { }
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    /*
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     * Version 1 : try_step( sys , x , t , dt )
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     *
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     * The overloads are needed to solve the forwarding problem
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     */
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    /**
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     * \brief Tries to perform one step.
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     *
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     * This method tries to do one step with step size dt. If the error estimate
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     * is to large, the step is rejected and the method returns fail and the 
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     * step size dt is reduced. If the error estimate is acceptably small, the
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     * step is performed, success is returned and dt might be increased to make 
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     * the steps as large as possible. This method also updates t if a step is
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     * performed.
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     *
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     * \param system The system function to solve, hence the r.h.s. of the ODE. It must fulfill the
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     *               Simple System concept.
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     * \param x The state of the ODE which should be solved. Overwritten if 
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     * the step is successful.
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     * \param t The value of the time. Updated if the step is successful.
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     * \param dt The step size. Updated.
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     * \return success if the step was accepted, fail otherwise.
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     */
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    template< class System , class StateInOut >
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    controlled_step_result try_step( System system , StateInOut &x , time_type &t , time_type &dt )
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    {
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        return try_step_v1( system , x , t, dt );
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    }
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    /**
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     * \brief Tries to perform one step. Solves the forwarding problem and 
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     * allows for using boost range as state_type.
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     *
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     * This method tries to do one step with step size dt. If the error estimate
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     * is to large, the step is rejected and the method returns fail and the 
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     * step size dt is reduced. If the error estimate is acceptably small, the
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     * step is performed, success is returned and dt might be increased to make 
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     * the steps as large as possible. This method also updates t if a step is
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     * performed.
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     *
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     * \param system The system function to solve, hence the r.h.s. of the ODE. It must fulfill the
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     *               Simple System concept.
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     * \param x The state of the ODE which should be solved. Overwritten if 
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     * the step is successful. Can be a boost range.
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     * \param t The value of the time. Updated if the step is successful.
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     * \param dt The step size. Updated.
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     * \return success if the step was accepted, fail otherwise.
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     */
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    template< class System , class StateInOut >
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    controlled_step_result try_step( System system , const StateInOut &x , time_type &t , time_type &dt )
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    {
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        return try_step_v1( system , x , t, dt );
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    }
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    /*
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     * Version 2 : try_step( sys , x , dxdt , t , dt )
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     *
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     * this version does not solve the forwarding problem, boost.range can not be used
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     */
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    /**
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     * \brief Tries to perform one step.
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     *
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     * This method tries to do one step with step size dt. If the error estimate
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     * is to large, the step is rejected and the method returns fail and the 
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     * step size dt is reduced. If the error estimate is acceptably small, the
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     * step is performed, success is returned and dt might be increased to make 
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     * the steps as large as possible. This method also updates t if a step is
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     * performed.
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     *
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     * \param system The system function to solve, hence the r.h.s. of the ODE. It must fulfill the
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     *               Simple System concept.
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     * \param x The state of the ODE which should be solved. Overwritten if 
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     * the step is successful.
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     * \param dxdt The derivative of state.
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     * \param t The value of the time. Updated if the step is successful.
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     * \param dt The step size. Updated.
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     * \return success if the step was accepted, fail otherwise.
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     */
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    template< class System , class StateInOut , class DerivIn >
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    controlled_step_result try_step( System system , StateInOut &x , const DerivIn &dxdt , time_type &t , time_type &dt )
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    {
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        m_xnew_resizer.adjust_size( x , detail::bind( &controlled_runge_kutta::template resize_m_xnew_impl< StateInOut > , detail::ref( *this ) , detail::_1 ) );
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        controlled_step_result res = try_step( system , x , dxdt , t , m_xnew.m_v , dt );
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        if( res == success )
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        {
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            boost::numeric::odeint::copy( m_xnew.m_v , x );
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        }
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        return res;
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    }
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    /*
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     * Version 3 : try_step( sys , in , t , out , dt )
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     *
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     * this version does not solve the forwarding problem, boost.range can not be used
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     *
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     * the disable is needed to avoid ambiguous overloads if state_type = time_type
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     */
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    /**
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     * \brief Tries to perform one step.
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     *
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     * \note This method is disabled if state_type=time_type to avoid ambiguity.
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     *
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     * This method tries to do one step with step size dt. If the error estimate
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     * is to large, the step is rejected and the method returns fail and the 
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     * step size dt is reduced. If the error estimate is acceptably small, the
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     * step is performed, success is returned and dt might be increased to make 
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						|
     * the steps as large as possible. This method also updates t if a step is
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						|
     * performed.
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						|
     *
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						|
     * \param system The system function to solve, hence the r.h.s. of the ODE. It must fulfill the
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						|
     *               Simple System concept.
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						|
     * \param in The state of the ODE which should be solved.
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     * \param t The value of the time. Updated if the step is successful.
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						|
     * \param out Used to store the result of the step.
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     * \param dt The step size. Updated.
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     * \return success if the step was accepted, fail otherwise.
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     */
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    template< class System , class StateIn , class StateOut >
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    typename boost::disable_if< boost::is_same< StateIn , time_type > , controlled_step_result >::type
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    try_step( System system , const StateIn &in , time_type &t , StateOut &out , time_type &dt )
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    {
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        typename odeint::unwrap_reference< System >::type &sys = system;
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        m_dxdt_resizer.adjust_size( in , detail::bind( &controlled_runge_kutta::template resize_m_dxdt_impl< StateIn > , detail::ref( *this ) , detail::_1 ) );
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        sys( in , m_dxdt.m_v , t );
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        return try_step( system , in , m_dxdt.m_v , t , out , dt );
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    }
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						|
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						|
    /*
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						|
     * Version 4 : try_step( sys , in , dxdt , t , out , dt )
 | 
						|
     *
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						|
     * this version does not solve the forwarding problem, boost.range can not be used
 | 
						|
     */
 | 
						|
    /**
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						|
     * \brief Tries to perform one step.
 | 
						|
     *
 | 
						|
     * This method tries to do one step with step size dt. If the error estimate
 | 
						|
     * is to large, the step is rejected and the method returns fail and the 
 | 
						|
     * step size dt is reduced. If the error estimate is acceptably small, the
 | 
						|
     * step is performed, success is returned and dt might be increased to make 
 | 
						|
     * the steps as large as possible. This method also updates t if a step is
 | 
						|
     * performed.
 | 
						|
     *
 | 
						|
     * \param system The system function to solve, hence the r.h.s. of the ODE. It must fulfill the
 | 
						|
     *               Simple System concept.
 | 
						|
     * \param in The state of the ODE which should be solved.
 | 
						|
     * \param dxdt The derivative of state.
 | 
						|
     * \param t The value of the time. Updated if the step is successful.
 | 
						|
     * \param out Used to store the result of the step.
 | 
						|
     * \param dt The step size. Updated.
 | 
						|
     * \return success if the step was accepted, fail otherwise.
 | 
						|
     */
 | 
						|
    template< class System , class StateIn , class DerivIn , class StateOut >
 | 
						|
    controlled_step_result try_step( System system , const StateIn &in , const DerivIn &dxdt , time_type &t , StateOut &out , time_type &dt )
 | 
						|
    {
 | 
						|
        if( !m_step_adjuster.check_step_size_limit(dt) )
 | 
						|
        {
 | 
						|
            // given dt was above step size limit - adjust and return fail;
 | 
						|
            dt = m_step_adjuster.get_max_dt();
 | 
						|
            return fail;
 | 
						|
        }
 | 
						|
 | 
						|
        m_xerr_resizer.adjust_size( in , detail::bind( &controlled_runge_kutta::template resize_m_xerr_impl< StateIn > , detail::ref( *this ) , detail::_1 ) );
 | 
						|
 | 
						|
        // do one step with error calculation
 | 
						|
        m_stepper.do_step( system , in , dxdt , t , out , dt , m_xerr.m_v );
 | 
						|
 | 
						|
        value_type max_rel_err = m_error_checker.error( m_stepper.algebra() , in , dxdt , m_xerr.m_v , dt );
 | 
						|
 | 
						|
        if( max_rel_err > 1.0 )
 | 
						|
        {
 | 
						|
            // error too big, decrease step size and reject this step
 | 
						|
            dt = m_step_adjuster.decrease_step(dt, max_rel_err, m_stepper.error_order());
 | 
						|
            return fail;
 | 
						|
        } else
 | 
						|
        {
 | 
						|
            // otherwise, increase step size and accept
 | 
						|
            t += dt;
 | 
						|
            dt = m_step_adjuster.increase_step(dt, max_rel_err, m_stepper.stepper_order());
 | 
						|
            return success;
 | 
						|
        }
 | 
						|
    }
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Adjust the size of all temporaries in the stepper manually.
 | 
						|
     * \param x A state from which the size of the temporaries to be resized is deduced.
 | 
						|
     */
 | 
						|
    template< class StateType >
 | 
						|
    void adjust_size( const StateType &x )
 | 
						|
    {
 | 
						|
        resize_m_xerr_impl( x );
 | 
						|
        resize_m_dxdt_impl( x );
 | 
						|
        resize_m_xnew_impl( x );
 | 
						|
        m_stepper.adjust_size( x );
 | 
						|
    }
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Returns the instance of the underlying stepper.
 | 
						|
     * \returns The instance of the underlying stepper.
 | 
						|
     */
 | 
						|
    stepper_type& stepper( void )
 | 
						|
    {
 | 
						|
        return m_stepper;
 | 
						|
    }
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Returns the instance of the underlying stepper.
 | 
						|
     * \returns The instance of the underlying stepper.
 | 
						|
     */
 | 
						|
    const stepper_type& stepper( void ) const
 | 
						|
    {
 | 
						|
        return m_stepper;
 | 
						|
    }
 | 
						|
 | 
						|
private:
 | 
						|
 | 
						|
 | 
						|
    template< class System , class StateInOut >
 | 
						|
    controlled_step_result try_step_v1( System system , StateInOut &x , time_type &t , time_type &dt )
 | 
						|
    {
 | 
						|
        typename odeint::unwrap_reference< System >::type &sys = system;
 | 
						|
        m_dxdt_resizer.adjust_size( x , detail::bind( &controlled_runge_kutta::template resize_m_dxdt_impl< StateInOut > , detail::ref( *this ) , detail::_1 ) );
 | 
						|
        sys( x , m_dxdt.m_v ,t );
 | 
						|
        return try_step( system , x , m_dxdt.m_v , t , dt );
 | 
						|
    }
 | 
						|
 | 
						|
    template< class StateIn >
 | 
						|
    bool resize_m_xerr_impl( const StateIn &x )
 | 
						|
    {
 | 
						|
        return adjust_size_by_resizeability( m_xerr , x , typename is_resizeable<state_type>::type() );
 | 
						|
    }
 | 
						|
 | 
						|
    template< class StateIn >
 | 
						|
    bool resize_m_dxdt_impl( const StateIn &x )
 | 
						|
    {
 | 
						|
        return adjust_size_by_resizeability( m_dxdt , x , typename is_resizeable<deriv_type>::type() );
 | 
						|
    }
 | 
						|
 | 
						|
    template< class StateIn >
 | 
						|
    bool resize_m_xnew_impl( const StateIn &x )
 | 
						|
    {
 | 
						|
        return adjust_size_by_resizeability( m_xnew , x , typename is_resizeable<state_type>::type() );
 | 
						|
    }
 | 
						|
 | 
						|
 | 
						|
 | 
						|
    stepper_type m_stepper;
 | 
						|
    error_checker_type m_error_checker;
 | 
						|
    step_adjuster_type m_step_adjuster;
 | 
						|
 | 
						|
    resizer_type m_dxdt_resizer;
 | 
						|
    resizer_type m_xerr_resizer;
 | 
						|
    resizer_type m_xnew_resizer;
 | 
						|
 | 
						|
    wrapped_deriv_type m_dxdt;
 | 
						|
    wrapped_state_type m_xerr;
 | 
						|
    wrapped_state_type m_xnew;
 | 
						|
};
 | 
						|
 | 
						|
 | 
						|
 | 
						|
 | 
						|
 | 
						|
 | 
						|
 | 
						|
 | 
						|
 | 
						|
 | 
						|
/*
 | 
						|
 * explicit stepper fsal version
 | 
						|
 *
 | 
						|
 * the class introduces the following try_step overloads
 | 
						|
    * try_step( sys , x , t , dt ) 
 | 
						|
    * try_step( sys , in , t , out , dt )
 | 
						|
    * try_step( sys , x , dxdt , t , dt )
 | 
						|
    * try_step( sys , in , dxdt_in , t , out , dxdt_out , dt )
 | 
						|
 */
 | 
						|
/**
 | 
						|
 * \brief Implements step size control for Runge-Kutta FSAL steppers with 
 | 
						|
 * error estimation.
 | 
						|
 *
 | 
						|
 * This class implements the step size control for FSAL Runge-Kutta 
 | 
						|
 * steppers with error estimation.
 | 
						|
 *
 | 
						|
 * \tparam ErrorStepper The stepper type with error estimation, has to fulfill the ErrorStepper concept.
 | 
						|
 * \tparam ErrorChecker The error checker
 | 
						|
 * \tparam Resizer The resizer policy type.
 | 
						|
 */
 | 
						|
template<
 | 
						|
class ErrorStepper ,
 | 
						|
class ErrorChecker ,
 | 
						|
class StepAdjuster ,
 | 
						|
class Resizer
 | 
						|
>
 | 
						|
class controlled_runge_kutta< ErrorStepper , ErrorChecker , StepAdjuster , Resizer , explicit_error_stepper_fsal_tag >
 | 
						|
{
 | 
						|
 | 
						|
public:
 | 
						|
 | 
						|
    typedef ErrorStepper stepper_type;
 | 
						|
    typedef typename stepper_type::state_type state_type;
 | 
						|
    typedef typename stepper_type::value_type value_type;
 | 
						|
    typedef typename stepper_type::deriv_type deriv_type;
 | 
						|
    typedef typename stepper_type::time_type time_type;
 | 
						|
    typedef typename stepper_type::algebra_type algebra_type;
 | 
						|
    typedef typename stepper_type::operations_type operations_type;
 | 
						|
    typedef Resizer resizer_type;
 | 
						|
    typedef ErrorChecker error_checker_type;
 | 
						|
    typedef StepAdjuster step_adjuster_type;
 | 
						|
    typedef explicit_controlled_stepper_fsal_tag stepper_category;
 | 
						|
 | 
						|
#ifndef DOXYGEN_SKIP
 | 
						|
    typedef typename stepper_type::wrapped_state_type wrapped_state_type;
 | 
						|
    typedef typename stepper_type::wrapped_deriv_type wrapped_deriv_type;
 | 
						|
 | 
						|
    typedef controlled_runge_kutta< ErrorStepper , ErrorChecker , StepAdjuster , Resizer , explicit_error_stepper_tag > controlled_stepper_type;
 | 
						|
#endif // DOXYGEN_SKIP
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Constructs the controlled Runge-Kutta stepper.
 | 
						|
     * \param error_checker An instance of the error checker.
 | 
						|
     * \param stepper An instance of the underlying stepper.
 | 
						|
     */
 | 
						|
    controlled_runge_kutta(
 | 
						|
            const error_checker_type &error_checker = error_checker_type() ,
 | 
						|
            const step_adjuster_type &step_adjuster = step_adjuster_type() ,
 | 
						|
            const stepper_type &stepper = stepper_type()
 | 
						|
    )
 | 
						|
    : m_stepper( stepper ) , m_error_checker( error_checker ) , m_step_adjuster(step_adjuster) ,
 | 
						|
      m_first_call( true )
 | 
						|
    { }
 | 
						|
 | 
						|
    /*
 | 
						|
     * Version 1 : try_step( sys , x , t , dt )
 | 
						|
     *
 | 
						|
     * The two overloads are needed in order to solve the forwarding problem
 | 
						|
     */
 | 
						|
    /**
 | 
						|
     * \brief Tries to perform one step.
 | 
						|
     *
 | 
						|
     * This method tries to do one step with step size dt. If the error estimate
 | 
						|
     * is to large, the step is rejected and the method returns fail and the 
 | 
						|
     * step size dt is reduced. If the error estimate is acceptably small, the
 | 
						|
     * step is performed, success is returned and dt might be increased to make 
 | 
						|
     * the steps as large as possible. This method also updates t if a step is
 | 
						|
     * performed.
 | 
						|
     *
 | 
						|
     * \param system The system function to solve, hence the r.h.s. of the ODE. It must fulfill the
 | 
						|
     *               Simple System concept.
 | 
						|
     * \param x The state of the ODE which should be solved. Overwritten if 
 | 
						|
     * the step is successful.
 | 
						|
     * \param t The value of the time. Updated if the step is successful.
 | 
						|
     * \param dt The step size. Updated.
 | 
						|
     * \return success if the step was accepted, fail otherwise.
 | 
						|
     */
 | 
						|
    template< class System , class StateInOut >
 | 
						|
    controlled_step_result try_step( System system , StateInOut &x , time_type &t , time_type &dt )
 | 
						|
    {
 | 
						|
        return try_step_v1( system , x , t , dt );
 | 
						|
    }
 | 
						|
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Tries to perform one step. Solves the forwarding problem and 
 | 
						|
     * allows for using boost range as state_type.
 | 
						|
     *
 | 
						|
     * This method tries to do one step with step size dt. If the error estimate
 | 
						|
     * is to large, the step is rejected and the method returns fail and the 
 | 
						|
     * step size dt is reduced. If the error estimate is acceptably small, the
 | 
						|
     * step is performed, success is returned and dt might be increased to make 
 | 
						|
     * the steps as large as possible. This method also updates t if a step is
 | 
						|
     * performed.
 | 
						|
     *
 | 
						|
     * \param system The system function to solve, hence the r.h.s. of the ODE. It must fulfill the
 | 
						|
     *               Simple System concept.
 | 
						|
     * \param x The state of the ODE which should be solved. Overwritten if 
 | 
						|
     * the step is successful. Can be a boost range.
 | 
						|
     * \param t The value of the time. Updated if the step is successful.
 | 
						|
     * \param dt The step size. Updated.
 | 
						|
     * \return success if the step was accepted, fail otherwise.
 | 
						|
     */
 | 
						|
    template< class System , class StateInOut >
 | 
						|
    controlled_step_result try_step( System system , const StateInOut &x , time_type &t , time_type &dt )
 | 
						|
    {
 | 
						|
        return try_step_v1( system , x , t , dt );
 | 
						|
    }
 | 
						|
 | 
						|
 | 
						|
 | 
						|
    /*
 | 
						|
     * Version 2 : try_step( sys , in , t , out , dt );
 | 
						|
     *
 | 
						|
     * This version does not solve the forwarding problem, boost::range can not be used.
 | 
						|
     * 
 | 
						|
     * The disabler is needed to solve ambiguous overloads
 | 
						|
     */
 | 
						|
    /**
 | 
						|
     * \brief Tries to perform one step.
 | 
						|
     *
 | 
						|
     * \note This method is disabled if state_type=time_type to avoid ambiguity.
 | 
						|
     *
 | 
						|
     * This method tries to do one step with step size dt. If the error estimate
 | 
						|
     * is to large, the step is rejected and the method returns fail and the 
 | 
						|
     * step size dt is reduced. If the error estimate is acceptably small, the
 | 
						|
     * step is performed, success is returned and dt might be increased to make 
 | 
						|
     * the steps as large as possible. This method also updates t if a step is
 | 
						|
     * performed.
 | 
						|
     *
 | 
						|
     * \param system The system function to solve, hence the r.h.s. of the ODE. It must fulfill the
 | 
						|
     *               Simple System concept.
 | 
						|
     * \param in The state of the ODE which should be solved.
 | 
						|
     * \param t The value of the time. Updated if the step is successful.
 | 
						|
     * \param out Used to store the result of the step.
 | 
						|
     * \param dt The step size. Updated.
 | 
						|
     * \return success if the step was accepted, fail otherwise.
 | 
						|
     */
 | 
						|
    template< class System , class StateIn , class StateOut >
 | 
						|
    typename boost::disable_if< boost::is_same< StateIn , time_type > , controlled_step_result >::type
 | 
						|
    try_step( System system , const StateIn &in , time_type &t , StateOut &out , time_type &dt )
 | 
						|
    {
 | 
						|
        if( m_dxdt_resizer.adjust_size( in , detail::bind( &controlled_runge_kutta::template resize_m_dxdt_impl< StateIn > , detail::ref( *this ) , detail::_1 ) ) || m_first_call )
 | 
						|
        {
 | 
						|
            initialize( system , in , t );
 | 
						|
        }
 | 
						|
        return try_step( system , in , m_dxdt.m_v , t , out , dt );
 | 
						|
    }
 | 
						|
 | 
						|
 | 
						|
    /*
 | 
						|
     * Version 3 : try_step( sys , x , dxdt , t , dt )
 | 
						|
     *
 | 
						|
     * This version does not solve the forwarding problem, boost::range can not be used.
 | 
						|
     */
 | 
						|
    /**
 | 
						|
     * \brief Tries to perform one step.
 | 
						|
     *
 | 
						|
     * This method tries to do one step with step size dt. If the error estimate
 | 
						|
     * is to large, the step is rejected and the method returns fail and the 
 | 
						|
     * step size dt is reduced. If the error estimate is acceptably small, the
 | 
						|
     * step is performed, success is returned and dt might be increased to make 
 | 
						|
     * the steps as large as possible. This method also updates t if a step is
 | 
						|
     * performed.
 | 
						|
     *
 | 
						|
     * \param system The system function to solve, hence the r.h.s. of the ODE. It must fulfill the
 | 
						|
     *               Simple System concept.
 | 
						|
     * \param x The state of the ODE which should be solved. Overwritten if 
 | 
						|
     * the step is successful.
 | 
						|
     * \param dxdt The derivative of state.
 | 
						|
     * \param t The value of the time. Updated if the step is successful.
 | 
						|
     * \param dt The step size. Updated.
 | 
						|
     * \return success if the step was accepted, fail otherwise.
 | 
						|
     */
 | 
						|
    template< class System , class StateInOut , class DerivInOut >
 | 
						|
    controlled_step_result try_step( System system , StateInOut &x , DerivInOut &dxdt , time_type &t , time_type &dt )
 | 
						|
    {
 | 
						|
        m_xnew_resizer.adjust_size( x , detail::bind( &controlled_runge_kutta::template resize_m_xnew_impl< StateInOut > , detail::ref( *this ) , detail::_1 ) );
 | 
						|
        m_dxdt_new_resizer.adjust_size( x , detail::bind( &controlled_runge_kutta::template resize_m_dxdt_new_impl< StateInOut > , detail::ref( *this ) , detail::_1 ) );
 | 
						|
        controlled_step_result res = try_step( system , x , dxdt , t , m_xnew.m_v , m_dxdtnew.m_v , dt );
 | 
						|
        if( res == success )
 | 
						|
        {
 | 
						|
            boost::numeric::odeint::copy( m_xnew.m_v , x );
 | 
						|
            boost::numeric::odeint::copy( m_dxdtnew.m_v , dxdt );
 | 
						|
        }
 | 
						|
        return res;
 | 
						|
    }
 | 
						|
 | 
						|
 | 
						|
    /*
 | 
						|
     * Version 4 : try_step( sys , in , dxdt_in , t , out , dxdt_out , dt )
 | 
						|
     *
 | 
						|
     * This version does not solve the forwarding problem, boost::range can not be used.
 | 
						|
     */
 | 
						|
    /**
 | 
						|
     * \brief Tries to perform one step.
 | 
						|
     *
 | 
						|
     * This method tries to do one step with step size dt. If the error estimate
 | 
						|
     * is to large, the step is rejected and the method returns fail and the 
 | 
						|
     * step size dt is reduced. If the error estimate is acceptably small, the
 | 
						|
     * step is performed, success is returned and dt might be increased to make 
 | 
						|
     * the steps as large as possible. This method also updates t if a step is
 | 
						|
     * performed.
 | 
						|
     *
 | 
						|
     * \param system The system function to solve, hence the r.h.s. of the ODE. It must fulfill the
 | 
						|
     *               Simple System concept.
 | 
						|
     * \param in The state of the ODE which should be solved.
 | 
						|
     * \param dxdt The derivative of state.
 | 
						|
     * \param t The value of the time. Updated if the step is successful.
 | 
						|
     * \param out Used to store the result of the step.
 | 
						|
     * \param dt The step size. Updated.
 | 
						|
     * \return success if the step was accepted, fail otherwise.
 | 
						|
     */
 | 
						|
    template< class System , class StateIn , class DerivIn , class StateOut , class DerivOut >
 | 
						|
    controlled_step_result try_step( System system , const StateIn &in , const DerivIn &dxdt_in , time_type &t ,
 | 
						|
            StateOut &out , DerivOut &dxdt_out , time_type &dt )
 | 
						|
    {
 | 
						|
        if( !m_step_adjuster.check_step_size_limit(dt) )
 | 
						|
        {
 | 
						|
            // given dt was above step size limit - adjust and return fail;
 | 
						|
            dt = m_step_adjuster.get_max_dt();
 | 
						|
            return fail;
 | 
						|
        }
 | 
						|
 | 
						|
        m_xerr_resizer.adjust_size( in , detail::bind( &controlled_runge_kutta::template resize_m_xerr_impl< StateIn > , detail::ref( *this ) , detail::_1 ) );
 | 
						|
 | 
						|
        //fsal: m_stepper.get_dxdt( dxdt );
 | 
						|
        //fsal: m_stepper.do_step( sys , x , dxdt , t , dt , m_x_err );
 | 
						|
        m_stepper.do_step( system , in , dxdt_in , t , out , dxdt_out , dt , m_xerr.m_v );
 | 
						|
 | 
						|
        // this potentially overwrites m_x_err! (standard_error_checker does, at least)
 | 
						|
        value_type max_rel_err = m_error_checker.error( m_stepper.algebra() , in , dxdt_in , m_xerr.m_v , dt );
 | 
						|
 | 
						|
        if( max_rel_err > 1.0 )
 | 
						|
        {
 | 
						|
            // error too big, decrease step size and reject this step
 | 
						|
            dt = m_step_adjuster.decrease_step(dt, max_rel_err, m_stepper.error_order());
 | 
						|
            return fail;
 | 
						|
        }
 | 
						|
        // otherwise, increase step size and accept
 | 
						|
        t += dt;
 | 
						|
        dt = m_step_adjuster.increase_step(dt, max_rel_err, m_stepper.stepper_order());
 | 
						|
        return success;
 | 
						|
    }
 | 
						|
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Resets the internal state of the underlying FSAL stepper.
 | 
						|
     */
 | 
						|
    void reset( void )
 | 
						|
    {
 | 
						|
        m_first_call = true;
 | 
						|
    }
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Initializes the internal state storing an internal copy of the derivative.
 | 
						|
     *
 | 
						|
     * \param deriv The initial derivative of the ODE.
 | 
						|
     */
 | 
						|
    template< class DerivIn >
 | 
						|
    void initialize( const DerivIn &deriv )
 | 
						|
    {
 | 
						|
        boost::numeric::odeint::copy( deriv , m_dxdt.m_v );
 | 
						|
        m_first_call = false;
 | 
						|
    }
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Initializes the internal state storing an internal copy of the derivative.
 | 
						|
     *
 | 
						|
     * \param system The system function to solve, hence the r.h.s. of the ODE. It must fulfill the
 | 
						|
     *               Simple System concept.
 | 
						|
     * \param x The initial state of the ODE which should be solved.
 | 
						|
     * \param t The initial time.
 | 
						|
     */
 | 
						|
    template< class System , class StateIn >
 | 
						|
    void initialize( System system , const StateIn &x , time_type t )
 | 
						|
    {
 | 
						|
        typename odeint::unwrap_reference< System >::type &sys = system;
 | 
						|
        sys( x , m_dxdt.m_v , t );
 | 
						|
        m_first_call = false;
 | 
						|
    }
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Returns true if the stepper has been initialized, false otherwise.
 | 
						|
     *
 | 
						|
     * \return true, if the stepper has been initialized, false otherwise.
 | 
						|
     */
 | 
						|
    bool is_initialized( void ) const
 | 
						|
    {
 | 
						|
        return ! m_first_call;
 | 
						|
    }
 | 
						|
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Adjust the size of all temporaries in the stepper manually.
 | 
						|
     * \param x A state from which the size of the temporaries to be resized is deduced.
 | 
						|
     */
 | 
						|
    template< class StateType >
 | 
						|
    void adjust_size( const StateType &x )
 | 
						|
    {
 | 
						|
        resize_m_xerr_impl( x );
 | 
						|
        resize_m_dxdt_impl( x );
 | 
						|
        resize_m_dxdt_new_impl( x );
 | 
						|
        resize_m_xnew_impl( x );
 | 
						|
    }
 | 
						|
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Returns the instance of the underlying stepper.
 | 
						|
     * \returns The instance of the underlying stepper.
 | 
						|
     */
 | 
						|
    stepper_type& stepper( void )
 | 
						|
    {
 | 
						|
        return m_stepper;
 | 
						|
    }
 | 
						|
 | 
						|
    /**
 | 
						|
     * \brief Returns the instance of the underlying stepper.
 | 
						|
     * \returns The instance of the underlying stepper.
 | 
						|
     */
 | 
						|
    const stepper_type& stepper( void ) const
 | 
						|
    {
 | 
						|
        return m_stepper;
 | 
						|
    }
 | 
						|
 | 
						|
 | 
						|
 | 
						|
private:
 | 
						|
 | 
						|
 | 
						|
    template< class StateIn >
 | 
						|
    bool resize_m_xerr_impl( const StateIn &x )
 | 
						|
    {
 | 
						|
        return adjust_size_by_resizeability( m_xerr , x , typename is_resizeable<state_type>::type() );
 | 
						|
    }
 | 
						|
 | 
						|
    template< class StateIn >
 | 
						|
    bool resize_m_dxdt_impl( const StateIn &x )
 | 
						|
    {
 | 
						|
        return adjust_size_by_resizeability( m_dxdt , x , typename is_resizeable<deriv_type>::type() );
 | 
						|
    }
 | 
						|
 | 
						|
    template< class StateIn >
 | 
						|
    bool resize_m_dxdt_new_impl( const StateIn &x )
 | 
						|
    {
 | 
						|
        return adjust_size_by_resizeability( m_dxdtnew , x , typename is_resizeable<deriv_type>::type() );
 | 
						|
    }
 | 
						|
 | 
						|
    template< class StateIn >
 | 
						|
    bool resize_m_xnew_impl( const StateIn &x )
 | 
						|
    {
 | 
						|
        return adjust_size_by_resizeability( m_xnew , x , typename is_resizeable<state_type>::type() );
 | 
						|
    }
 | 
						|
 | 
						|
 | 
						|
    template< class System , class StateInOut >
 | 
						|
    controlled_step_result try_step_v1( System system , StateInOut &x , time_type &t , time_type &dt )
 | 
						|
    {
 | 
						|
        if( m_dxdt_resizer.adjust_size( x , detail::bind( &controlled_runge_kutta::template resize_m_dxdt_impl< StateInOut > , detail::ref( *this ) , detail::_1 ) ) || m_first_call )
 | 
						|
        {
 | 
						|
            initialize( system , x , t );
 | 
						|
        }
 | 
						|
        return try_step( system , x , m_dxdt.m_v , t , dt );
 | 
						|
    }
 | 
						|
 | 
						|
 | 
						|
    stepper_type m_stepper;
 | 
						|
    error_checker_type m_error_checker;
 | 
						|
    step_adjuster_type m_step_adjuster;
 | 
						|
 | 
						|
    resizer_type m_dxdt_resizer;
 | 
						|
    resizer_type m_xerr_resizer;
 | 
						|
    resizer_type m_xnew_resizer;
 | 
						|
    resizer_type m_dxdt_new_resizer;
 | 
						|
 | 
						|
    wrapped_deriv_type m_dxdt;
 | 
						|
    wrapped_state_type m_xerr;
 | 
						|
    wrapped_state_type m_xnew;
 | 
						|
    wrapped_deriv_type m_dxdtnew;
 | 
						|
    bool m_first_call;
 | 
						|
};
 | 
						|
 | 
						|
 | 
						|
/********** DOXYGEN **********/
 | 
						|
 | 
						|
/**** DEFAULT ERROR CHECKER ****/
 | 
						|
 | 
						|
/**
 | 
						|
 * \class default_error_checker
 | 
						|
 * \brief The default error checker to be used with Runge-Kutta error steppers
 | 
						|
 *
 | 
						|
 * This class provides the default mechanism to compare the error estimates 
 | 
						|
 * reported by Runge-Kutta error steppers with user defined error bounds.
 | 
						|
 * It is used by the controlled_runge_kutta steppers.
 | 
						|
 *
 | 
						|
 * \tparam Value The value type.
 | 
						|
 * \tparam Time The time type.
 | 
						|
 * \tparam Algebra The algebra type.
 | 
						|
 * \tparam Operations The operations type.
 | 
						|
 */
 | 
						|
 | 
						|
    /**
 | 
						|
     * \fn default_error_checker( value_type eps_abs , value_type eps_rel , value_type a_x , value_type a_dxdt ,
 | 
						|
     * time_type max_dt)
 | 
						|
     * \brief Constructs the error checker.
 | 
						|
     *
 | 
						|
     * The error is calculated as follows: ???? 
 | 
						|
     *
 | 
						|
     * \param eps_abs Absolute tolerance level.
 | 
						|
     * \param eps_rel Relative tolerance level.
 | 
						|
     * \param a_x Factor for the weight of the state.
 | 
						|
     * \param a_dxdt Factor for the weight of the derivative.
 | 
						|
     * \param max_dt Maximum allowed step size.
 | 
						|
     */
 | 
						|
    
 | 
						|
    /**
 | 
						|
     * \fn error( const State &x_old , const Deriv &dxdt_old , Err &x_err , time_type dt ) const
 | 
						|
     * \brief Calculates the error level.
 | 
						|
     *
 | 
						|
     * If the returned error level is greater than 1, the estimated error was
 | 
						|
     * larger than the permitted error bounds and the step should be repeated
 | 
						|
     * with a smaller step size.
 | 
						|
     *
 | 
						|
     * \param x_old State at the beginning of the step.
 | 
						|
     * \param dxdt_old Derivative at the beginning of the step.
 | 
						|
     * \param x_err Error estimate.
 | 
						|
     * \param dt Time step.
 | 
						|
     * \return error
 | 
						|
     */
 | 
						|
 | 
						|
    /**
 | 
						|
     * \fn error( algebra_type &algebra , const State &x_old , const Deriv &dxdt_old , Err &x_err , time_type dt ) const
 | 
						|
     * \brief Calculates the error level using a given algebra.
 | 
						|
     *
 | 
						|
     * If the returned error level is greater than 1, the estimated error was
 | 
						|
     * larger than the permitted error bounds and the step should be repeated
 | 
						|
     * with a smaller step size.
 | 
						|
     *
 | 
						|
     * \param algebra The algebra used for calculation of the error.
 | 
						|
     * \param x_old State at the beginning of the step.
 | 
						|
     * \param dxdt_old Derivative at the beginning of the step.
 | 
						|
     * \param x_err Error estimate.
 | 
						|
     * \param dt Time step.
 | 
						|
     * \return error
 | 
						|
     */
 | 
						|
 | 
						|
    /**
 | 
						|
     * \fn time_type decrease_step(const time_type dt, const value_type error, const int error_order)
 | 
						|
     * \brief Returns a decreased step size based on the given error and order
 | 
						|
     *
 | 
						|
     * Calculates a new smaller step size based on the given error and its order.
 | 
						|
     *
 | 
						|
     * \param dt The old step size.
 | 
						|
     * \param error The computed error estimate.
 | 
						|
     * \param error_order The error order of the stepper.
 | 
						|
     * \return dt_new The new, reduced step size.
 | 
						|
     */
 | 
						|
 | 
						|
    /**
 | 
						|
     * \fn time_type increase_step(const time_type dt, const value_type error, const int error_order)
 | 
						|
     * \brief Returns an increased step size based on the given error and order.
 | 
						|
     *
 | 
						|
     * Calculates a new bigger step size based on the given error and its order. If max_dt != 0, the
 | 
						|
     * new step size is limited to max_dt.
 | 
						|
     *
 | 
						|
     * \param dt The old step size.
 | 
						|
     * \param error The computed error estimate.
 | 
						|
     * \param error_order The order of the stepper.
 | 
						|
     * \return dt_new The new, increased step size.
 | 
						|
     */
 | 
						|
 | 
						|
 | 
						|
} // odeint
 | 
						|
} // numeric
 | 
						|
} // boost
 | 
						|
 | 
						|
 | 
						|
#endif // BOOST_NUMERIC_ODEINT_STEPPER_CONTROLLED_RUNGE_KUTTA_HPP_INCLUDED
 |