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Reference Guide
SimulatedAnnealingFitter.h
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1 // @(#)root/tmva $Id$
2 // Author: Andreas Hoecker, Krzysztof Danielowski, Kamil Kraszewski, Maciej Kruk
3 
4 /**********************************************************************************
5  * Project: TMVA - a Root-integrated toolkit for multivariate data analysis *
6  * Package: TMVA *
7  * Class : SimulatedAnnealingFitter *
8  * Web : http://tmva.sourceforge.net *
9  * *
10  * Description: *
11  * Fitter using Simulated Annealing algorithm *
12  * *
13  * Authors (alphabetical): *
14  * Krzysztof Danielowski <danielow@cern.ch> - IFJ & AGH, Poland *
15  * Andreas Hoecker <Andreas.Hocker@cern.ch> - CERN, Switzerland *
16  * Kamil Kraszewski <kalq@cern.ch> - IFJ & UJ, Poland *
17  * Maciej Kruk <mkruk@cern.ch> - IFJ & AGH, Poland *
18  * *
19  * Copyright (c) 2008: *
20  * IFJ-Krakow, Poland *
21  * CERN, Switzerland *
22  * MPI-K Heidelberg, Germany *
23  * *
24  * Redistribution and use in source and binary forms, with or without *
25  * modification, are permitted according to the terms listed in LICENSE *
26  * (http://tmva.sourceforge.net/LICENSE) *
27  **********************************************************************************/
28 
29 #ifndef ROOT_TMVA_SimulatedAnnealingFitter
30 #define ROOT_TMVA_SimulatedAnnealingFitter
31 
32 //////////////////////////////////////////////////////////////////////////
33 // //
34 // SimulatedAnnealingFitter //
35 // //
36 // Fitter using a Simulated Annealing Algorithm //
37 // //
38 //////////////////////////////////////////////////////////////////////////
39 
40 #ifndef ROOT_TMVA_FitterBase
41 #include "TMVA/FitterBase.h"
42 #endif
43 
44 namespace TMVA {
45 
46  class IFitterTarget;
47  class Interval;
48 
50 
51  public:
52 
54  const std::vector<TMVA::Interval*>& ranges, const TString& theOption );
55 
57 
61  Double_t fEps,
67 
68  Double_t Run( std::vector<Double_t>& pars );
69 
70  private:
71 
72  void DeclareOptions();
73 
74  Int_t fMaxCalls; // max number of FCN calls
75  Double_t fInitialTemperature; // initial temperature (depends on FCN)
76  Double_t fMinTemperature; // minimum temperature before SA quit
77  Double_t fEps; // relative required FCN accuracy at minimum
78  TString fKernelTemperatureS; // string just to set fKernelTemperature
79  Double_t fTemperatureScale; // how fast temperature change
80  Double_t fAdaptiveSpeed; // how fast temperature change in adaptive (in adaptive two variables describe
81  // the change of temperature, but fAdaptiveSpeed should be 1.0 and its not
82  // recomended to change it)
83  Double_t fTemperatureAdaptiveStep; // used to calculate InitialTemperature if fUseDefaultTemperature
84  Bool_t fUseDefaultScale; // if TRUE, SA calculates its own TemperatureScale
85  Bool_t fUseDefaultTemperature; // if TRUE, SA calculates its own InitialTemperature (MinTemperautre)
86 
87  ClassDef(SimulatedAnnealingFitter,0); // Fitter using a Simulated Annealing Algorithm
88  };
89 
90 } // namespace TMVA
91 
92 #endif
93 
94 
void DeclareOptions()
declare SA options
Basic string class.
Definition: TString.h:137
int Int_t
Definition: RtypesCore.h:41
bool Bool_t
Definition: RtypesCore.h:59
#define ClassDef(name, id)
Definition: Rtypes.h:254
Double_t Run()
estimator function interface for fitting
Definition: FitterBase.cxx:80
void SetParameters(Int_t fMaxCalls, Double_t fInitialTemperature, Double_t fMinTemperature, Double_t fEps, TString fKernelTemperatureS, Double_t fTemperatureScale, Double_t fTemperatureAdaptiveStep, Bool_t fUseDefaultScale, Bool_t fUseDefaultTemperature)
set SA configuration parameters
double Double_t
Definition: RtypesCore.h:55
SimulatedAnnealingFitter(IFitterTarget &target, const TString &name, const std::vector< TMVA::Interval *> &ranges, const TString &theOption)
constructor
Abstract ClassifierFactory template that handles arbitrary types.
char name[80]
Definition: TGX11.cxx:109