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rf902_numgenconfig.C File Reference

'NUMERIC ALGORITHM TUNING' RooFit tutorial macro #902 More...

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Detailed Description

'NUMERIC ALGORITHM TUNING' RooFit tutorial macro #902

Configuration and customization of how MC sampling algorithms on specific p.d.f.s are executed

#ifndef __CINT__
#include "RooGlobalFunc.h"
#endif
#include "RooRealVar.h"
#include "RooDataSet.h"
#include "RooConstVar.h"
#include "RooChebychev.h"
#include "TCanvas.h"
#include "TAxis.h"
#include "RooPlot.h"
#include "RooArgSet.h"
#include <iomanip>
using namespace RooFit ;
void rf902_numgenconfig()
{
// A d j u s t g l o b a l MC s a m p l i n g s t r a t e g y
// ------------------------------------------------------------------
// Example p.d.f. for use below
RooRealVar x("x","x",0,10) ;
RooChebychev model("model","model",x,RooArgList(RooConst(0),RooConst(0.5),RooConst(-0.1))) ;
// Change global strategy for 1D sampling problems without conditional observable
// (1st kFALSE) and without discrete observable (2nd kFALSE) from RooFoamGenerator,
// ( an interface to the TFoam MC generator with adaptive subdivisioning strategy ) to RooAcceptReject,
// a plain accept/reject sampling algorithm [ RooFit default before ROOT 5.23/04 ]
// Generate 10Kevt using RooAcceptReject
RooDataSet* data_ar = model.generate(x,10000,Verbose(kTRUE)) ;
data_ar->Print() ;
// A d j u s t i n g d e f a u l t c o n f i g f o r a s p e c i f i c p d f
// -------------------------------------------------------------------------------------
// Another possibility: associate custom MC sampling configuration as default for object 'model'
// The kTRUE argument will install a clone of the default configuration as specialized configuration
// for this model if none existed so far
model.specialGeneratorConfig(kTRUE)->method1D(kFALSE,kFALSE).setLabel("RooFoamGenerator") ;
// A d j u s t i n g p a r a m e t e r s o f a s p e c i f i c t e c h n i q u e
// ---------------------------------------------------------------------------------------
// Adjust maximum number of steps of RooIntegrator1D in the global default configuration
RooAbsPdf::defaultGeneratorConfig()->getConfigSection("RooAcceptReject").setRealValue("nTrial1D",2000) ;
// Example of how to change the parameters of a numeric integrator
// (Each config section is a RooArgSet with RooRealVars holding real-valued parameters
// and RooCategories holding parameters with a finite set of options)
model.specialGeneratorConfig()->getConfigSection("RooFoamGenerator").setRealValue("chatLevel",1) ;
// Generate 10Kevt using RooFoamGenerator (FOAM verbosity increased with above chatLevel adjustment for illustration purposes)
RooDataSet* data_foam = model.generate(x,10000,Verbose()) ;
data_foam->Print() ;
}
Author
07/2008 - Wouter Verkerke

Definition in file rf902_numgenconfig.C.