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%define OT_OptimizationSolver_doc
"Base class for optimization wrappers.

Available constructors:
    OptimizationSolver(*problem, verbose=False*)

Parameters
----------
problem : :class:`~openturns.OptimizationProblem`
    Optimization problem.
verbose : bool
    Let solver be more verbose.

Notes
-----

Class :class:`~openturns.OptimizationSolver` is an abstract class, which has several implementations.
The default implementation is :class:`~openturns.Cobyla`, but there are also
:class:`~openturns.AbdoRackwitz`, :class:`~openturns.SQP` and :class:`~openturns.TNC`.

Examples
--------

Define an optimization problem to find the minimum of the Rosenbrock function:

>>> import openturns as ot
>>> rosenbrock = ot.NumericalMathFunction(['x1', 'x2'], ['(1-x1)^2+100*(x2-x1^2)^2'])
>>> problem = ot.OptimizationProblem()
>>> problem.setObjective(rosenbrock)
>>> solver = ot.OptimizationSolver(problem)
>>> solver.setStartingPoint([0, 0])
>>> solver.setMaximumResidualError(1.e-8)
>>> solver.setMaximumIterationNumber(100000)
>>> solver.run()
>>> result = solver.getResult()"

%enddef

%feature("docstring") OT::OptimizationSolverImplementation
OT_OptimizationSolver_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_getMaximumAbsoluteError_doc
"Accessor to maximum allowed absolute error.

Returns
-------
maximumAbsoluteError : float
    Maximum allowed absolute error."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::getMaximumAbsoluteError
OT_OptimizationSolver_getMaximumAbsoluteError_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_getMaximumConstraintError_doc
"Accessor to maximum allowed constraint error.

Returns
-------
maximumConstraintError : float
    Maximum allowed constraint error."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::getMaximumConstraintError
OT_OptimizationSolver_getMaximumConstraintError_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_getMaximumIterationNumber_doc
"Accessor to maximum allowed number of iterations.

Returns
-------
N : int
    Maximum allowed number of iterations."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::getMaximumIterationNumber
OT_OptimizationSolver_getMaximumIterationNumber_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_getMaximumEvaluationNumber_doc
"Accessor to maximum allowed number of evaluations.

Returns
-------
N : int
    Maximum allowed number of evaluations."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::getMaximumEvaluationNumber
OT_OptimizationSolver_getMaximumEvaluationNumber_doc


// ---------------------------------------------------------------------

%define OT_OptimizationSolver_getMaximumRelativeError_doc
"Accessor to maximum allowed relative error.

Returns
-------
maximumRelativeError : float
    Maximum allowed relative error."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::getMaximumRelativeError
OT_OptimizationSolver_getMaximumRelativeError_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_getMaximumResidualError_doc
"Accessor to maximum allowed residual error.

Returns
-------
maximumResidualError : float
    Maximum allowed residual error."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::getMaximumResidualError
OT_OptimizationSolver_getMaximumResidualError_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_getProblem_doc
"Accessor to optimization problem.

Returns
-------
problem : :class:`~openturns.OptimizationProblem`
    Optimization problem."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::getProblem
OT_OptimizationSolver_getProblem_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_getResult_doc
"Accessor to optimization result.

Returns
-------
result : :class:`~openturns.OptimizationResult`
    Result class."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::getResult
OT_OptimizationSolver_getResult_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_getStartingPoint_doc
"Accessor to starting point.

Returns
-------
startingPoint : :class:`~openturns.NumericalPoint`
    Starting point."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::getStartingPoint
OT_OptimizationSolver_getStartingPoint_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_run_doc
"Launch the optimization."
%enddef

%feature("docstring") OT::OptimizationSolverImplementation::run
OT_OptimizationSolver_run_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_setMaximumAbsoluteError_doc
"Accessor to maximum allowed absolute error.

Parameters
----------
maximumAbsoluteError : float
    Maximum allowed absolute error."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::setMaximumAbsoluteError
OT_OptimizationSolver_setMaximumAbsoluteError_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_setMaximumConstraintError_doc
"Accessor to maximum allowed constraint error.

Parameters
----------
maximumConstraintError : float
    Maximum allowed constraint error."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::setMaximumConstraintError
OT_OptimizationSolver_setMaximumConstraintError_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_setMaximumIterationNumber_doc
"Accessor to maximum allowed number of iterations.

Parameters
----------
N : int
    Maximum allowed number of iterations."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::setMaximumIterationNumber
OT_OptimizationSolver_setMaximumIterationNumber_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_setMaximumEvaluationNumber_doc
"Accessor to maximum allowed number of evaluations.

Parameters
----------
N : int
    Maximum allowed number of evaluations."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::setMaximumEvaluationNumber
OT_OptimizationSolver_setMaximumEvaluationNumber_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_setMaximumRelativeError_doc
"Accessor to maximum allowed relative error.

Parameters
----------
maximumRelativeError : float
    Maximum allowed relative error."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::setMaximumRelativeError
OT_OptimizationSolver_setMaximumRelativeError_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_setMaximumResidualError_doc
"Accessor to maximum allowed residual error.

Parameters
----------
maximumResidualError : float
    Maximum allowed residual error."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::setMaximumResidualError
OT_OptimizationSolver_setMaximumResidualError_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_setProblem_doc
"Accessor to optimization problem.

Parameters
----------
problem : :class:`~openturns.OptimizationProblem`
    Optimization problem."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::setProblem
OT_OptimizationSolver_setProblem_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_setResult_doc
"Accessor to optimization result.

Parameters
----------
result : :class:`~openturns.OptimizationResult`
    Result class."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::setResult
OT_OptimizationSolver_setResult_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_setStartingPoint_doc
"Accessor to starting point.

Parameters
----------
startingPoint : :class:`~openturns.NumericalPoint`
    Starting point."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::setStartingPoint
OT_OptimizationSolver_setStartingPoint_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_setVerbose_doc
"Accessor to the verbosity flag.

Parameters
----------
verbose : bool
    Verbosity flag state."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::setVerbose
OT_OptimizationSolver_setVerbose_doc

// ---------------------------------------------------------------------

%define OT_OptimizationSolver_getVerbose_doc
"Accessor to the verbosity flag.

Returns
----------
verbose : bool
    Verbosity flag state."

%enddef

%feature("docstring") OT::OptimizationSolverImplementation::getVerbose
OT_OptimizationSolver_getVerbose_doc