| 1 | #ifndef MARS_MExtralgoSpline
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| 2 | #define MARS_MExtralgoSpline
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| 3 |
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| 4 | #ifndef ROOT_TROOT
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| 5 | #include <TROOT.h>
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| 6 | #endif
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| 7 |
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| 8 | class TComplex;
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| 9 |
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| 10 | class MExtralgoSpline
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| 11 | {
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| 12 | public:
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| 13 | enum ExtractionType_t { kAmplitude, kIntegralRel, kIntegralAbs }; //! Possible time and charge extraction types
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| 14 |
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| 15 | private:
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| 16 | ExtractionType_t fExtractionType;
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| 17 |
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| 18 | private:
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| 19 | //Bool_t fIsOwner; // Owner of derivatives....
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| 20 |
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| 21 | // Input
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| 22 | Float_t const *fVal;
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| 23 | const Int_t fNum;
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| 24 |
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| 25 | Float_t *fDer1;
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| 26 | Float_t *fDer2;
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| 27 |
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| 28 | Float_t fRiseTime;
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| 29 | Float_t fFallTime;
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| 30 |
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| 31 | Float_t fHeightTm;
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| 32 |
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| 33 | // Float_t fResolution;
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| 34 |
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| 35 | // Result
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| 36 | Float_t fTime;
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| 37 | Float_t fTimeDev;
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| 38 | Float_t fWidth;
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| 39 | Float_t fWidthDev;
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| 40 | Float_t fSignal;
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| 41 | Float_t fSignalDev;
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| 42 | Float_t fHeight;
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| 43 |
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| 44 | Double_t ReMul(const TComplex &c1, const TComplex &th) const;
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| 45 |
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| 46 | inline Float_t Eval(Float_t val, Float_t a, Float_t deriv) const
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| 47 | {
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| 48 | return a*val + (a*a*a-a)*deriv;
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| 49 | }
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| 50 |
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| 51 | // Evaluate value of spline in the interval i with x=[0;1[
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| 52 | inline Float_t Eval(const Int_t i, const Float_t x) const
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| 53 | {
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| 54 | // Eval(i,x) = (fDer2[i+1]-fDer2[i])*x*x*x + 3*fDer2[i]*x*x +
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| 55 | // (fVal[i+1]-fVal[i] -2*fDer2[i]-fDer2[i+1])*x + fVal[i];
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| 56 |
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| 57 | // x := [0; 1[
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| 58 | return Eval(fVal[i], 1-x, fDer2[i]) + Eval(fVal[i+1], x, fDer2[i+1]);
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| 59 | }
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| 60 |
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| 61 | /*
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| 62 | inline Float_t EvalAt(const Float_t x) const
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| 63 | {
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| 64 | Int_t i = TMath::FloorNint(x);
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| 65 |
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| 66 | // handle under- and overflow of the array-range by extrapolation
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| 67 | if (i<0)
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| 68 | i=0;
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| 69 | if (i>fNum-2)
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| 70 | i = fNum-2;
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| 71 |
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| 72 | return Eval(i, x-i);
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| 73 | }
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| 74 | */
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| 75 |
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| 76 | // Evaluate first derivative of spline in the interval i with x=[0;1[
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| 77 | inline Double_t EvalDeriv1(const Float_t x, const Int_t i) const
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| 78 | {
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| 79 | // x := [0; 1[
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| 80 | const Double_t difval = fVal[i+1]-fVal[i];
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| 81 | const Double_t difder = fDer2[i+1]-fDer2[i];
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| 82 |
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| 83 | return 3*difder*x*x + 6*fDer2[i]*x - 2*fDer2[i] - fDer2[i+1] + difval;
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| 84 | }
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| 85 |
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| 86 | // Evaluate second derivative of spline in the interval i with x=[0;1[
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| 87 | inline Double_t EvalDeriv2(const Float_t x, const Int_t i) const
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| 88 | {
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| 89 | // x := [0; 1[
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| 90 | return 6*(fDer2[i+1]*x + fDer2[i]*(1-x));
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| 91 | }
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| 92 |
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| 93 | Double_t FindY(Int_t i, Double_t y=0, Double_t min=0, Double_t max=1) const;
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| 94 | Double_t SearchY(Float_t maxpos, Float_t y) const;
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| 95 | Double_t SearchYup(Float_t maxpos, Float_t y) const;
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| 96 | /*
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| 97 | // Evaluate first solution for a possible maximum (x|first deriv==0)
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| 98 | inline Double_t EvalDerivEq0S1(const Int_t i) const
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| 99 | {
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| 100 | // return the x value [0;1[ at which the derivative is zero (solution1)
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| 101 |
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| 102 | Double_t sumder = fDer2[i]+fDer2[i+1];
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| 103 | Double_t difder = fDer2[i]-fDer2[i+1];
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| 104 |
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| 105 | Double_t sqt1 = sumder*sumder - fDer2[i]*fDer2[i+1];
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| 106 | Double_t sqt2 = difder*(fVal[i+1]-fVal[i]);
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| 107 |
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| 108 | Double_t x = 3*fDer2[i] - sqrt(3*sqt1 + 3*sqt2);
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| 109 |
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| 110 | Double_t denom = 3*(fDer2[i+1]-fDer2[i]);
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| 111 |
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| 112 | return -x/denom;
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| 113 | }
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| 114 |
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| 115 | // Evaluate second solution for a possible maximum (x|first deriv==0)
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| 116 | inline Double_t EvalDerivEq0S2(const Int_t i) const
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| 117 | {
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| 118 | // return the x value [0;1[ at which the derivative is zero (solution2)
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| 119 |
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| 120 | Double_t sumder = fDer2[i]+fDer2[i+1];
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| 121 | Double_t difder = fDer2[i]-fDer2[i+1];
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| 122 |
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| 123 | Double_t sqt1 = sumder*sumder - fDer2[i]*fDer2[i+1];
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| 124 | Double_t sqt2 = difder*(fVal[i+1]-fVal[i]);
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| 125 |
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| 126 | Double_t x = 3*fDer2[i] + sqrt(3*sqt1 + 3*sqt2);
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| 127 |
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| 128 | Double_t denom = 3*(fDer2[i+1]-fDer2[i]);
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| 129 |
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| 130 | return -x/denom;
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| 131 | }
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| 132 | */
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| 133 |
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| 134 | inline void EvalDerivEq0(const Int_t i, Float_t &rc1, Float_t &rc2) const
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| 135 | {
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| 136 | Double_t sumder = fDer2[i]+fDer2[i+1];
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| 137 | Double_t difder = fDer2[i]-fDer2[i+1];
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| 138 |
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| 139 | Double_t sqt1 = sumder*sumder - fDer2[i]*fDer2[i+1];
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| 140 | Double_t sqt2 = difder*(fVal[i+1]-fVal[i]);
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| 141 | Double_t sqt3 = sqrt(3*sqt1 + 3*sqt2);
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| 142 | Double_t denom = 3*(fDer2[i+1]-fDer2[i]);
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| 143 |
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| 144 | rc1 = -(3*fDer2[i] + sqt3)/denom;
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| 145 | rc2 = -(3*fDer2[i] - sqt3)/denom;
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| 146 | }
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| 147 |
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| 148 | // Calculate the "Stammfunktion" of the Eval-function
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| 149 | inline Double_t EvalPrimitive(Int_t i, Float_t x) const
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| 150 | {
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| 151 | /* TO BE CHECKED!
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| 152 | if (x==0)
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| 153 | return 0;
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| 154 |
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| 155 | if (x==1)
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| 156 | return (fVal[i+1]+fVal[i])/2 - fDer2[i+1]/4;
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| 157 | */
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| 158 | Align(i, x);
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| 159 |
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| 160 | const Double_t x2 = x*x;
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| 161 | const Double_t x4 = x2*x2;
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| 162 | const Double_t x1 = 1-x;
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| 163 | const Double_t x14 = x1*x1*x1*x1;
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| 164 |
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| 165 | return x2*fVal[i+1]/2 + (x4/2-x2)*fDer2[i+1]/2 + (x-x2/2)*fVal[i] + (x2/2-x-x14/4)*fDer2[i];
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| 166 | }
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| 167 |
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| 168 | inline void Align(Int_t &i, Float_t &x) const
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| 169 | {
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| 170 | if (i<0)
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| 171 | {
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| 172 | x += i;
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| 173 | i=0;
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| 174 | }
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| 175 | if (i>=fNum-1)
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| 176 | {
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| 177 | x += i-(fNum-2);
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| 178 | i=fNum-2;
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| 179 | }
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| 180 | }
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| 181 |
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| 182 | // Calculate the intgeral of the Eval-function in
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| 183 | // bin i from a=[0;1[ to b=[0;1[
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| 184 | inline Double_t EvalInteg(Int_t i, Float_t a=0, Float_t b=1) const
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| 185 | {
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| 186 | // This is to make sure that we never access invalid
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| 187 | // memory, even if this should never happen.
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| 188 | // If it happens anyhow we extraolate the spline
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| 189 | Align(i, a);
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| 190 | Align(i, b);
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| 191 |
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| 192 | return EvalPrimitive(i, b)-EvalPrimitive(i, a);
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| 193 | }
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| 194 |
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| 195 | // Calculate the intgeral of the Eval-function betwen x0 and x1
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| 196 | inline Double_t EvalInteg(Float_t x0, Float_t x1) const
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| 197 | {
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| 198 | const Int_t min = TMath::CeilNint(x0);
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| 199 | const Int_t max = TMath::FloorNint(x1);
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| 200 |
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| 201 | // This happens if x0 and x1 are in the same interval
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| 202 | if (min>max)
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| 203 | return EvalInteg(max, x0-max, x1-max);
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| 204 |
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| 205 | // Sum complete intervals
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| 206 | Double_t sum = 0;
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| 207 | for (int i=min; i<max; i++)
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| 208 | sum += EvalInteg(i);
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| 209 |
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| 210 | // Sum the incomplete intervals at the beginning and end
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| 211 | sum += EvalInteg(min-1, 1-(min-x0), 1);
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| 212 | sum += EvalInteg(max, 0, x1-max);
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| 213 |
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| 214 | // return result
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| 215 | return sum;
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| 216 | }
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| 217 |
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| 218 | // We search for the maximum from x=i-1 to x=i+1
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| 219 | // (Remeber: i corresponds to the value in bin i, i+1 to the
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| 220 | // next bin and i-1 to the last bin)
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| 221 | inline void GetMaxAroundI(Int_t i, Float_t &xmax, Float_t &ymax) const
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| 222 | {
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| 223 | Float_t xmax1=0, xmax2=0;
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| 224 | Float_t ymax1=0, ymax2=0;
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| 225 |
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| 226 | Bool_t rc1 = i>0 && GetMax(i-1, xmax1, ymax1);
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| 227 | Bool_t rc2 = i<fNum-1 && GetMax(i, xmax2, ymax2);
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| 228 |
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| 229 | // In case the medium bin is the first or last bin
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| 230 | // take the lower or upper edge of the region into account.
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| 231 | if (i==0)
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| 232 | {
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| 233 | xmax1 = 0;
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| 234 | ymax1 = fVal[0];
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| 235 | rc1 = kTRUE;
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| 236 | }
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| 237 | if (i>=fNum-1)
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| 238 | {
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| 239 | xmax2 = fNum-1;
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| 240 | ymax2 = fVal[fNum-1];
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| 241 | rc2 = kTRUE;
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| 242 | }
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| 243 |
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| 244 | // Take a default in case no maximum is found
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| 245 | // FIXME: Check THIS!!!
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| 246 | xmax=i;
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| 247 | ymax=fVal[i];
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| 248 |
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| 249 | if (rc1)
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| 250 | {
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| 251 | ymax = ymax1;
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| 252 | xmax = xmax1;
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| 253 | }
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| 254 | else
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| 255 | if (rc2)
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| 256 | {
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| 257 | ymax = ymax2;
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| 258 | xmax = xmax2;
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| 259 | }
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| 260 |
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| 261 | if (rc2 && ymax2>ymax)
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| 262 | {
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| 263 | ymax = ymax2;
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| 264 | xmax = xmax2;
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| 265 | }
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| 266 | /*
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| 267 | // Search real maximum in [i-0.5, i+1.5]
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| 268 | Float_t xmax1, xmax2, xmax3;
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| 269 | Float_t ymax1, ymax2, ymax3;
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| 270 |
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| 271 | Bool_t rc1 = i>0 && GetMax(i-1, xmax1, ymax1, 0.5, 1.0);
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| 272 | Bool_t rc2 = GetMax(i, xmax2, ymax2, 0.0, 1.0);
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| 273 | Bool_t rc3 = i<fNum-1 && GetMax(i+1, xmax3, ymax3, 0.0, 0.5);
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| 274 |
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| 275 | // In case the medium bin is the first or last bin
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| 276 | // take the lower or upper edge of the region into account.
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| 277 | if (i==0)
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| 278 | {
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| 279 | xmax1 = 0;
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| 280 | ymax1 = Eval(0, 0);
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| 281 | rc1 = kTRUE;
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| 282 | }
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| 283 | if (i==fNum-1)
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| 284 | {
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| 285 | xmax3 = fNum-1e-5;
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| 286 | ymax3 = Eval(fNum-1, 1);
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| 287 | rc3 = kTRUE;
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| 288 | }
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| 289 |
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| 290 | // Take a real default in case no maximum is found
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| 291 | xmax=i+0.5;
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| 292 | ymax=Eval(i, 0.5);
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| 293 |
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| 294 | //if (!rc1 && !rc2 && !rc3)
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| 295 | // cout << "!!!!!!!!!!!!!!!" << endl;
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| 296 |
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| 297 | if (rc1)
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| 298 | {
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| 299 | ymax = ymax1;
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| 300 | xmax = xmax1;
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| 301 | }
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| 302 | else
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| 303 | if (rc2)
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| 304 | {
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| 305 | ymax = ymax2;
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| 306 | xmax = xmax2;
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| 307 | }
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| 308 | else
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| 309 | if (rc3)
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| 310 | {
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| 311 | ymax = ymax3;
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| 312 | xmax = xmax3;
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| 313 | }
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| 314 |
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| 315 | if (rc2 && ymax2>ymax)
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| 316 | {
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| 317 | ymax = ymax2;
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| 318 | xmax = xmax2;
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| 319 | }
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| 320 | if (rc3 && ymax3>ymax)
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| 321 | {
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| 322 | ymax = ymax3;
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| 323 | xmax = xmax3;
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| 324 | }
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| 325 | */
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| 326 | }
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| 327 |
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| 328 | inline Bool_t GetMax(Int_t i, Float_t &xmax, Float_t &ymax, Float_t min=0, Float_t max=1) const
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| 329 | {
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| 330 | // Find analytical maximum in the bin i in the interval [min,max[
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| 331 |
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| 332 | Float_t x1, x2;
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| 333 | EvalDerivEq0(i, x1, x2);
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| 334 | // const Float_t x1 = EvalDerivEq0S1(i);
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| 335 | // const Float_t x2 = EvalDerivEq0S2(i);
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| 336 |
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| 337 | const Bool_t ismax1 = x1>=min && x1<max && EvalDeriv2(x1, i)<0;
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| 338 | const Bool_t ismax2 = x2>=min && x2<max && EvalDeriv2(x2, i)<0;
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| 339 |
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| 340 | if (!ismax1 && !ismax2)
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| 341 | return kFALSE;
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| 342 |
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| 343 | if (ismax1 && !ismax2)
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| 344 | {
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| 345 | xmax = i+x1;
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| 346 | ymax = Eval(i, x1);
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| 347 | return kTRUE;
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| 348 | }
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| 349 |
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| 350 | if (!ismax1 && ismax2)
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| 351 | {
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| 352 | xmax = i+x2;
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| 353 | ymax = Eval(i, x2);
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| 354 | return kTRUE;
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| 355 | }
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| 356 |
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| 357 | // Somehting must be wrong...
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| 358 | return kFALSE;
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| 359 | /*
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| 360 | std::cout << "?????????????" << std::endl;
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| 361 |
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| 362 | const Double_t y1 = Eval(i, x1);
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| 363 | const Double_t y2 = Eval(i, x2);
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| 364 |
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| 365 | if (y1>y2)
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| 366 | {
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| 367 | xmax = i+x1;
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| 368 | ymax = Eval(i, x1);
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| 369 | return kTRUE;
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| 370 | }
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| 371 | else
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| 372 | {
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| 373 | xmax = i+x2;
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| 374 | ymax = Eval(i, x2);
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| 375 | return kTRUE;
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| 376 | }
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| 377 |
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| 378 | return kFALSE;*/
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| 379 | }
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| 380 | /*
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| 381 | inline Int_t GetMaxPos(Int_t i, Float_t &xmax, Float_t &ymax) const
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| 382 | {
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| 383 | Double_t x[3];
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| 384 |
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| 385 | x[0] = 0;
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| 386 | // x[1] = 1; // This means we miss a possible maximum at the
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| 387 | // upper edge of the last interval...
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| 388 |
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| 389 | x[1] = EvalDerivEq0S1(i);
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| 390 | x[2] = EvalDerivEq0S2(i);
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| 391 |
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| 392 | //y[0] = Eval(i, x[0]);
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| 393 | //y[1] = Eval(i, x[1]);
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| 394 | //y[1] = Eval(i, x[1]);
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| 395 | //y[2] = Eval(i, x[2]);
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| 396 |
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| 397 | Int_t rc = 0;
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| 398 | Double_t max = Eval(i, x[0]);
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| 399 |
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| 400 | for (Int_t j=1; j<3; j++)
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| 401 | {
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| 402 | if (x[j]<=0 || x[j]>=1)
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| 403 | continue;
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| 404 |
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| 405 | const Float_t y = Eval(i, x[j]);
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| 406 | if (y>max)
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| 407 | {
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| 408 | max = y;
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| 409 | rc = j;
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| 410 | }
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| 411 | }
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| 412 |
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| 413 | if (max>ymax)
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| 414 | {
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| 415 | xmax = x[rc]+i;
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| 416 | ymax = max;
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| 417 | }
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| 418 |
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| 419 | return rc;
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| 420 | }
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| 421 |
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| 422 | inline void GetMaxPos(Int_t min, Int_t max, Float_t &xmax, Float_t &ymax) const
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| 423 | {
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| 424 | Float_t xmax=-1;
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| 425 | Float_t ymax=-FLT_MAX;
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| 426 |
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| 427 | for (int i=min; i<max; i++)
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| 428 | GetMaxPos(i, xmax, ymax);
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| 429 |
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| 430 | for (int i=min+1; i<max; i++)
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| 431 | {
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| 432 | Float_t y = Eval(i, 0);
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| 433 | if (y>ymax)
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| 434 | {
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| 435 | ymax = y;
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| 436 | xmax = i;
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| 437 | }
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| 438 | }
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| 439 |
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| 440 | }*/
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| 441 |
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| 442 |
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| 443 | void InitDerivatives() const;
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| 444 | Float_t CalcIntegral(Float_t start) const;
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| 445 |
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| 446 | public:
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| 447 | MExtralgoSpline(const Float_t *val, Int_t n, Float_t *der1, Float_t *der2)
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| 448 | : fExtractionType(kIntegralRel), fVal(val), fNum(n), fDer1(der1), fDer2(der2), fHeightTm(0.5), fTime(0), fTimeDev(-1), fSignal(0), fSignalDev(-1)
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| 449 | {
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|---|
| 450 | InitDerivatives();
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|---|
| 451 | }
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|---|
| 452 |
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|---|
| 453 | void SetRiseFallTime(Float_t rise, Float_t fall) { fRiseTime=rise; fFallTime=fall; }
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|---|
| 454 | void SetExtractionType(ExtractionType_t typ) { fExtractionType = typ; }
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|---|
| 455 | void SetHeightTm(Float_t h) { fHeightTm = h; }
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|---|
| 456 | // void SetResolution(Float_t res) { fResolution=res; }
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|---|
| 457 |
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|---|
| 458 | Float_t GetTime() const { return fTime; }
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|---|
| 459 | Float_t GetWidth() const { return fWidth; }
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|---|
| 460 | Float_t GetSignal() const { return fSignal; }
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|---|
| 461 | Float_t GetHeight() const { return fHeight; }
|
|---|
| 462 |
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|---|
| 463 | Float_t GetTimeDev() const { return fTimeDev; }
|
|---|
| 464 | Float_t GetWidthDev() const { return fWidthDev; }
|
|---|
| 465 | Float_t GetSignalDev() const { return fSignalDev; }
|
|---|
| 466 |
|
|---|
| 467 | void GetSignal(Float_t &sig, Float_t &dsig) const { sig=fSignal; dsig=fSignalDev; }
|
|---|
| 468 | void GetWidth(Float_t &sig, Float_t &dsig) const { sig=fWidth; dsig=fWidthDev; }
|
|---|
| 469 | void GetTime(Float_t &sig, Float_t &dsig) const { sig=fTime; dsig=fTimeDev; }
|
|---|
| 470 |
|
|---|
| 471 | Float_t ExtractNoise(/*Int_t iter*/);
|
|---|
| 472 | void Extract(Byte_t sat, Int_t maxpos, Bool_t width=kFALSE);
|
|---|
| 473 | };
|
|---|
| 474 |
|
|---|
| 475 | #endif
|
|---|