Optimist  0.0.0
A C++ library for optimization
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Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver > Class Template Reference

Class container for the Bracketing algorithms. More...

#include <Bracketing.hh>

Inherits Optimist::ScalarRootFinder::ScalarRootFinder< Real, DerivedSolver >.

Public Types

using FunctionWrapper = typename ScalarRootFinder<Real, DerivedSolver>::FunctionWrapper
 
using FirstDerivativeWrapper = typename ScalarRootFinder<Real, DerivedSolver>::FirstDerivativeWrapper
 
using SecondDerivativeWrapper = typename ScalarRootFinder<Real, DerivedSolver>::SecondDerivativeWrapper
 
- Public Types inherited from Optimist::ScalarRootFinder::ScalarRootFinder< Real, DerivedSolver >
using FunctionWrapper = typename Solver<Real, 1, 1, DerivedSolver>::FunctionWrapper
 
using FirstDerivativeWrapper = typename Solver<Real, 1, 1, DerivedSolver>::FirstDerivativeWrapper
 
using SecondDerivativeWrapper = typename Solver<Real, 1, 1, DerivedSolver>::SecondDerivativeWrapper
 

Public Member Functions

 Bracketing ()
 
std::string name_impl () const
 
void tolerance_bracketing (Real t_tolerance)
 
bool solve_impl (FunctionWrapper function, Real, Real &x_sol)
 
Real find_root (FunctionWrapper function)
 
- Public Member Functions inherited from Optimist::ScalarRootFinder::ScalarRootFinder< Real, DerivedSolver >
 ScalarRootFinder ()
 
std::string name () const
 
bool solve (FunctionWrapper function, Real x_ini, Real &x_sol)
 
bool solve (FunctionWrapper function, FirstDerivativeWrapper first_derivative, Real x_ini, Real &x_sol)
 
bool solve (FunctionWrapper function, FirstDerivativeWrapper first_derivative, SecondDerivativeWrapper second_derivate, Real x_ini, Real &x_sol)
 
- Public Member Functions inherited from Optimist::Solver< Real, 1, 1, DerivedSolver >
 Solver ()
 
 Solver (FunctionWrapper function, const InputType &x_ini, InputType &x_sol)
 
 Solver (FunctionWrapper function, FirstDerivativeWrapper first_derivative, const InputType &x_ini, InputType &x_sol)
 
 Solver (FunctionWrapper function, FirstDerivativeWrapper first_derivative, SecondDerivativeWrapper second_derivative, const InputType &x_ini, InputType &x_sol)
 
const InputTypelower_bound () const
 
void lower_bound (const InputType &t_lower_bound)
 
const InputTypeupper_bound () const
 
void upper_bound (const InputType &t_upper_bound)
 
void bounds (const InputType &t_lower_bound, const InputType &t_upper_bound)
 
constexpr Integer input_dimension () const
 
constexpr Integer output_dimension () const
 
Integer function_evaluations () const
 
void max_function_evaluations (Integer t_max_function_evaluations)
 
Integer max_function_evaluations () const
 
Integer iterations () const
 
Integer max_iterations () const
 
void max_iterations (Integer t_max_iterations)
 
Real alpha () const
 
void alpha (Real t_alpha)
 
Integer relaxations () const
 
Integer max_relaxations () const
 
void max_relaxations (Integer t_max_relaxations)
 
Real tolerance () const
 
void tolerance (Real t_tolerance)
 
void verbose_mode (bool t_verbose)
 
bool verbose_mode () const
 
void enable_verbose_mode ()
 
void disable_verbose_mode ()
 
void damped_mode (bool t_damped)
 
bool damped_mode () const
 
void enable_damped_mode ()
 
void disable_damped_mode ()
 
std::string task () const
 
void task (std::string t_task)
 
bool converged () const
 
const TraceTypetrace () const
 
std::ostream & ostream () const
 
void ostream (std::ostream &t_ostream)
 
bool solve (FunctionWrapper function, const InputType &x_ini, InputType &x_sol)
 
bool solve (FunctionWrapper function, FirstDerivativeWrapper first_derivative, const InputType &x_ini, InputType &x_sol)
 
bool solve (FunctionWrapper function, FirstDerivativeWrapper first_derivative, SecondDerivativeWrapper second_derivative, const InputType &x_ini, InputType &x_sol)
 
bool rootfind (Function< Real, FunInDim, FunOutDim, DerivedFunction > const &function, const InputType &x_ini, InputType &x_sol)
 
bool optimize (Function< Real, FunInDim, FunOutDim, DerivedFunction > const &function, const InputType &x_ini, InputType &x_sol)
 
std::string name () const
 

Static Public Attributes

static constexpr bool requires_function {DerivedSolver::requires_function}
 
static constexpr bool requires_first_derivative {DerivedSolver::requires_first_derivative}
 
static constexpr bool requires_second_derivative {DerivedSolver::requires_second_derivative}
 
- Static Public Attributes inherited from Optimist::ScalarRootFinder::ScalarRootFinder< Real, DerivedSolver >
static constexpr bool is_rootfinder {true}
 
static constexpr bool is_optimizer {false}
 
static constexpr bool requires_function {DerivedSolver::requires_function}
 
static constexpr bool requires_first_derivative {DerivedSolver::requires_first_derivative}
 
static constexpr bool requires_second_derivative {DerivedSolver::requires_second_derivative}
 

Protected Attributes

Real m_tolerance_bracketing {100*EPSILON}
 
Real m_mu {0.5}
 
Real m_interval_shink {0.025}
 
Real m_a {0.0}
 
Real m_fa {0.0}
 
Real m_b {0.0}
 
Real m_fb {0.0}
 
Real m_c {0.0}
 
Real m_fc {0.0}
 
Real m_d {0.0}
 
Real m_fd {0.0}
 
Real m_e {0.0}
 
Real m_fe {0.0}
 
- Protected Attributes inherited from Optimist::Solver< Real, 1, 1, DerivedSolver >
InputType m_lower_bound
 
InputType m_upper_bound
 
Integer m_function_evaluations
 
Integer m_first_derivative_evaluations
 
Integer m_second_derivative_evaluations
 
Integer m_max_function_evaluations
 
Integer m_max_first_derivative_evaluations
 
Integer m_max_second_derivative_evaluations
 
Integer m_iterations
 
Integer m_max_iterations
 
Real m_alpha
 
Integer m_relaxations
 
Integer m_max_relaxations
 
Real m_tolerance
 
bool m_verbose
 
bool m_damped
 
std::ostream * m_ostream
 
std::string m_task
 
bool m_converged
 
TraceType m_trace
 

Additional Inherited Members

- Public Attributes inherited from Optimist::ScalarRootFinder::ScalarRootFinder< Real, DerivedSolver >
friend Solver< Real, 1, 1, ScalarRootFinder< Real, DerivedSolver > >
 
- Protected Types inherited from Optimist::Solver< Real, 1, 1, DerivedSolver >
using InputType
 
using OutputType
 
using TraceType
 
using FirstDerivativeType
 
using SecondDerivativeType
 
using FunctionWrapper
 
using FirstDerivativeWrapper
 
using SecondDerivativeWrapper
 
- Protected Member Functions inherited from Optimist::Solver< Real, 1, 1, DerivedSolver >
Integer first_derivative_evaluations () const
 
Integer max_first_derivative_evaluations () const
 
void max_first_derivative_evaluations (Integer first_derivative_evaluations)
 
Integer second_derivative_evaluations () const
 
Integer max_second_derivative_evaluations () const
 
void max_second_derivative_evaluations (Integer second_derivative_evaluations)
 
bool solve (Function< Real, FunInDim, FunOutDim, DerivedFunction > const &function, const InputType &x_ini, InputType &x_sol, bool is_optimization)
 
void reset ()
 
void evaluate_function (FunctionWrapper function, const InputType &x, OutputType &out)
 
void evaluate_first_derivative (FirstDerivativeWrapper function, const InputType &x, FirstDerivativeType &out)
 
void evaluate_second_derivative (SecondDerivativeWrapper function, const InputType &x, SecondDerivativeType &out)
 
void store_trace (const InputType &x)
 
bool damp (FunctionWrapper function, InputType const &x_old, InputType const &function_old, InputType const &step_old, InputType &x_new, InputType &function_new, InputType &step_new)
 
void header ()
 
void bottom ()
 
void info (Real residuals, std::string const &notes="-")
 

Detailed Description

template<typename Real, typename DerivedSolver>
class Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >

The Bracketing algorithms allow to find the roots of a scalar function \(f(x)\) in a given interval \([a, b]\).

Template Parameters
RealScalar number type.

Member Typedef Documentation

◆ FirstDerivativeWrapper

template<typename Real, typename DerivedSolver>
using Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::FirstDerivativeWrapper = typename ScalarRootFinder<Real, DerivedSolver>::FirstDerivativeWrapper

◆ FunctionWrapper

template<typename Real, typename DerivedSolver>
using Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::FunctionWrapper = typename ScalarRootFinder<Real, DerivedSolver>::FunctionWrapper

◆ SecondDerivativeWrapper

template<typename Real, typename DerivedSolver>
using Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::SecondDerivativeWrapper = typename ScalarRootFinder<Real, DerivedSolver>::SecondDerivativeWrapper

Constructor & Destructor Documentation

◆ Bracketing()

template<typename Real, typename DerivedSolver>
Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::Bracketing ( )
inline

Class constructor for the Algorithm 748.

Member Function Documentation

◆ find_root()

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::find_root ( FunctionWrapper function)
inline

Finds either an exact solution or an approximate solution of the equation \(f(x) = 0\) in the interval \([a, b]\).

Parameters
[in]functionFunction wrapper.
Returns
The approximate root.

◆ name_impl()

template<typename Real, typename DerivedSolver>
std::string Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::name_impl ( ) const
inline

Get the Algorithm 748 solver name.

Returns
The Algorithm 748 solver name.

◆ solve_impl()

template<typename Real, typename DerivedSolver>
bool Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::solve_impl ( FunctionWrapper function,
Real ,
Real & x_sol )
inline

Solve the nonlinear equation \( f(x) = 0 \), with \( f: \mathbb{R} \rightarrow \mathbb{R} \).

Parameters
[in]functionFunction wrapper.
[in]x_iniInitialization point (not used).
[out]x_solSolution point.
Returns
The convergence boolean flag.

◆ tolerance_bracketing()

template<typename Real, typename DerivedSolver>
void Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::tolerance_bracketing ( Real t_tolerance)
inline

Set the tolerance for the Algorithm 748 solver.

Parameters
[in]t_toleranceThe input value at which the tolerance is computed.
Note
To accurately find polynomial roots, the tolerance should be set to \( 100\epsilon(0) \).

Member Data Documentation

◆ m_a

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_a {0.0}
protected

◆ m_b

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_b {0.0}
protected

◆ m_c

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_c {0.0}
protected

◆ m_d

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_d {0.0}
protected

◆ m_e

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_e {0.0}
protected

◆ m_fa

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_fa {0.0}
protected

◆ m_fb

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_fb {0.0}
protected

◆ m_fc

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_fc {0.0}
protected

◆ m_fd

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_fd {0.0}
protected

◆ m_fe

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_fe {0.0}
protected

◆ m_interval_shink

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_interval_shink {0.025}
protected

Interval shrinking factor.

◆ m_mu

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_mu {0.5}
protected

Parameter \( \mu \).

◆ m_tolerance_bracketing

template<typename Real, typename DerivedSolver>
Real Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::m_tolerance_bracketing {100*EPSILON}
protected

Tolerance for the Algorithm 748 solver.

◆ requires_first_derivative

template<typename Real, typename DerivedSolver>
bool Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::requires_first_derivative {DerivedSolver::requires_first_derivative}
staticconstexpr

◆ requires_function

template<typename Real, typename DerivedSolver>
bool Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::requires_function {DerivedSolver::requires_function}
staticconstexpr

◆ requires_second_derivative

template<typename Real, typename DerivedSolver>
bool Optimist::ScalarRootFinder::Bracketing< Real, DerivedSolver >::requires_second_derivative {DerivedSolver::requires_second_derivative}
staticconstexpr

Basic constants.


The documentation for this class was generated from the following file: