QuantLib
A free/open-source library for quantitative finance
Reference manual - version 1.20
Public Types | Public Member Functions | Protected Member Functions | Static Protected Member Functions | Protected Attributes | List of all members
McSimulation< MC, RNG, S > Class Template Referenceabstract

base class for Monte Carlo engines More...

#include <ql/pricingengines/mcsimulation.hpp>

Public Types

typedef MonteCarloModel< MC, RNG, S >::path_generator_type path_generator_type
 
typedef MonteCarloModel< MC, RNG, S >::path_pricer_type path_pricer_type
 
typedef MonteCarloModel< MC, RNG, S >::stats_type stats_type
 
typedef MonteCarloModel< MC, RNG, S >::result_type result_type
 

Public Member Functions

result_type value (Real tolerance, Size maxSamples=QL_MAX_INTEGER, Size minSamples=1023) const
 add samples until the required absolute tolerance is reached
 
result_type valueWithSamples (Size samples) const
 simulate a fixed number of samples
 
result_type errorEstimate () const
 error estimated using the samples simulated so far
 
const stats_typesampleAccumulator () const
 access to the sample accumulator for richer statistics
 
void calculate (Real requiredTolerance, Size requiredSamples, Size maxSamples) const
 basic calculate method provided to inherited pricing engines
 

Protected Member Functions

 McSimulation (bool antitheticVariate, bool controlVariate)
 
virtual ext::shared_ptr< path_pricer_typepathPricer () const =0
 
virtual ext::shared_ptr< path_generator_typepathGenerator () const =0
 
virtual TimeGrid timeGrid () const =0
 
virtual ext::shared_ptr< path_pricer_typecontrolPathPricer () const
 
virtual ext::shared_ptr< path_generator_typecontrolPathGenerator () const
 
virtual ext::shared_ptr< PricingEnginecontrolPricingEngine () const
 
virtual result_type controlVariateValue () const
 

Static Protected Member Functions

template<class Sequence >
static Real maxError (const Sequence &sequence)
 
static Real maxError (Real error)
 

Protected Attributes

ext::shared_ptr< MonteCarloModel< MC, RNG, S > > mcModel_
 
bool antitheticVariate_
 
bool controlVariate_
 

Detailed Description

template<template< class > class MC, class RNG, class S = Statistics>
class QuantLib::McSimulation< MC, RNG, S >

base class for Monte Carlo engines

Eventually this class might offer greeks methods. Deriving a class from McSimulation gives an easy way to write a Monte Carlo engine.

See McVanillaEngine as an example.