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049179df | 1 | /************************************************************************** |
2 | * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. * | |
3 | * * | |
4 | * Author: The ALICE Off-line Project. * | |
5 | * Contributors are mentioned in the code where appropriate. * | |
6 | * * | |
7 | * Permission to use, copy, modify and distribute this software and its * | |
8 | * documentation strictly for non-commercial purposes is hereby granted * | |
9 | * without fee, provided that the above copyright notice appears in all * | |
10 | * copies and that both the copyright notice and this permission notice * | |
11 | * appear in the supporting documentation. The authors make no claims * | |
12 | * about the suitability of this software for any purpose. It is * | |
13 | * provided "as is" without express or implied warranty. * | |
14 | **************************************************************************/ | |
15 | ||
16 | /* $Id$ */ | |
17 | // Class for global helix fit of a track | |
18 | // Author: M.Ivanov | |
19 | // The method uses the following idea: | |
20 | //------------------------------------------------------ | |
21 | // XY direction | |
22 | // | |
23 | // (x-x0)^2+(y-y0)^2-R^2=0 ===> | |
24 | // | |
25 | // (x^2+y^2 -2*x*x0 - 2*y*y0+ x0^2 -y0^2 -R^2 =0; ==> | |
26 | // | |
27 | // substitution t = 1/(x^2+y^2), u = 2*x*t, v = 2*y*t, D0 = R^2 - x0^2- y0^2 | |
28 | // | |
29 | // 1 - u*x0 - v*y0 - t *D0 =0 ; - linear equation | |
30 | // | |
31 | // next substition a = 1/y0 b = -x0/y0 c = -D0/y0 | |
32 | // | |
33 | // final linear equation : a + u*b +t*c - v =0; | |
34 | // | |
35 | // Minimization : | |
36 | // | |
37 | // sum( (a + ui*b +ti*c - vi)^2)/(sigmai)^2 = min; | |
38 | // | |
39 | // where sigmai is the error of maesurement (a + ui*b +ti*c - vi) | |
40 | // | |
41 | // neglecting error of xi, and supposing xi>>yi sigmai ~ sigmaVi ~ 2*sigmay*t | |
42 | ||
43 | ||
cabb917f | 44 | #include "TMatrixDSym.h" |
049179df | 45 | //#include "TDecompChol.h" |
cabb917f | 46 | #include "TMatrixD.h" |
47 | #include "AliRieman.h" | |
cabb917f | 48 | |
49 | ClassImp(AliRieman) | |
50 | ||
51 | ||
52 | ||
53 | AliRieman::AliRieman(){ | |
54 | // | |
55 | // default constructor | |
56 | // | |
57 | for (Int_t i=0;i<6;i++) fParams[i] = 0; | |
58 | for (Int_t i=0;i<9;i++) fSumXY[i] = 0; | |
59 | for (Int_t i=0;i<9;i++) fSumXZ[i] = 0; | |
60 | ||
61 | fCapacity = 0; | |
62 | fN =0; | |
63 | fX = 0; | |
64 | fY = 0; | |
65 | fZ = 0; | |
66 | fSy = 0; | |
67 | fSz = 0; | |
049179df | 68 | fChi2 = 0; |
69 | fChi2Y = 0; | |
70 | fChi2Z = 0; | |
cabb917f | 71 | fCovar = 0; |
72 | fConv = kFALSE; | |
73 | } | |
74 | ||
75 | ||
76 | AliRieman::AliRieman(Int_t capacity){ | |
77 | // | |
78 | // default constructor | |
79 | // | |
80 | for (Int_t i=0;i<6;i++) fParams[i] = 0; | |
81 | for (Int_t i=0;i<9;i++) fSumXY[i] = 0; | |
82 | for (Int_t i=0;i<9;i++) fSumXZ[i] = 0; | |
83 | ||
84 | fCapacity = capacity; | |
85 | fN =0; | |
049179df | 86 | fX = new Double_t[fCapacity]; |
87 | fY = new Double_t[fCapacity]; | |
88 | fZ = new Double_t[fCapacity]; | |
89 | fSy = new Double_t[fCapacity]; | |
90 | fSz = new Double_t[fCapacity]; | |
cabb917f | 91 | fCovar = new TMatrixDSym(6); |
049179df | 92 | fChi2 = 0; |
93 | fChi2Y = 0; | |
94 | fChi2Z = 0; | |
cabb917f | 95 | fConv = kFALSE; |
96 | } | |
97 | ||
049179df | 98 | AliRieman::AliRieman(const AliRieman &rieman):TObject(rieman){ |
cabb917f | 99 | // |
100 | // copy constructor | |
101 | // | |
102 | for (Int_t i=0;i<6;i++) fParams[i] = rieman.fParams[i]; | |
103 | for (Int_t i=0;i<9;i++) fSumXY[i] = rieman.fSumXY[i]; | |
104 | for (Int_t i=0;i<9;i++) fSumXZ[i] = rieman.fSumXZ[i]; | |
105 | fCapacity = rieman.fN; | |
106 | fN =rieman.fN; | |
107 | fCovar = new TMatrixDSym(*(rieman.fCovar)); | |
108 | fConv = rieman.fConv; | |
049179df | 109 | fX = new Double_t[fN]; |
110 | fY = new Double_t[fN]; | |
111 | fZ = new Double_t[fN]; | |
112 | fSy = new Double_t[fN]; | |
113 | fSz = new Double_t[fN]; | |
cabb917f | 114 | for (Int_t i=0;i<rieman.fN;i++){ |
115 | fX[i] = rieman.fX[i]; | |
116 | fY[i] = rieman.fY[i]; | |
117 | fZ[i] = rieman.fZ[i]; | |
118 | fSy[i] = rieman.fSy[i]; | |
119 | fSz[i] = rieman.fSz[i]; | |
120 | } | |
121 | } | |
122 | ||
123 | AliRieman::~AliRieman() | |
124 | { | |
049179df | 125 | // |
126 | // Destructor | |
127 | // | |
cabb917f | 128 | delete[]fX; |
129 | delete[]fY; | |
130 | delete[]fZ; | |
131 | delete[]fSy; | |
132 | delete[]fSz; | |
133 | delete fCovar; | |
134 | } | |
135 | ||
136 | void AliRieman::Reset() | |
137 | { | |
049179df | 138 | // |
139 | // Reset all the data members | |
140 | // | |
cabb917f | 141 | fN=0; |
142 | for (Int_t i=0;i<6;i++) fParams[i] = 0; | |
143 | for (Int_t i=0;i<9;i++) fSumXY[i] = 0; | |
144 | for (Int_t i=0;i<9;i++) fSumXZ[i] = 0; | |
145 | fConv =kFALSE; | |
146 | } | |
147 | ||
148 | ||
049179df | 149 | void AliRieman::AddPoint(Double_t x, Double_t y, Double_t z, Double_t sy, Double_t sz) |
cabb917f | 150 | { |
151 | // | |
152 | // Rieman update | |
153 | // | |
154 | //------------------------------------------------------ | |
155 | // XY direction | |
156 | // | |
157 | // (x-x0)^2+(y-y0)^2-R^2=0 ===> | |
158 | // | |
159 | // (x^2+y^2 -2*x*x0 - 2*y*y0+ x0^2 -y0^2 -R^2 =0; ==> | |
160 | // | |
049179df | 161 | // substitution t = 1/(x^2+y^2), u = 2*x*t, v = 2*y*t, D0 = R^2 - x0^2- y0^2 |
cabb917f | 162 | // |
163 | // 1 - u*x0 - v*y0 - t *D0 =0 ; - linear equation | |
164 | // | |
165 | // next substition a = 1/y0 b = -x0/y0 c = -D0/y0 | |
166 | // | |
167 | // final linear equation : a + u*b +t*c - v =0; | |
168 | // | |
169 | // Minimization : | |
170 | // | |
171 | // sum( (a + ui*b +ti*c - vi)^2)/(sigmai)^2 = min; | |
172 | // | |
173 | // where sigmai is the error of maesurement (a + ui*b +ti*c - vi) | |
174 | // | |
175 | // neglecting error of xi, and supposing xi>>yi sigmai ~ sigmaVi ~ 2*sigmay*t | |
176 | // | |
177 | if (fN==fCapacity-1) return; // out of capacity | |
178 | fX[fN] = x; fY[fN]=y; fZ[fN]=z; fSy[fN]=sy; fSz[fN]=sz; | |
179 | // | |
180 | // XY part | |
181 | // | |
182 | Double_t t = x*x+y*y; | |
183 | if (t<2) return; | |
184 | t = 1./t; | |
185 | Double_t u = 2.*x*t; | |
186 | Double_t v = 2.*y*t; | |
187 | Double_t error = 2.*sy*t; | |
188 | error *=error; | |
189 | Double_t weight = 1./error; | |
190 | fSumXY[0] +=weight; | |
191 | fSumXY[1] +=u*weight; fSumXY[2]+=v*weight; fSumXY[3]+=t*weight; | |
192 | fSumXY[4] +=u*u*weight; fSumXY[5]+=t*t*weight; | |
193 | fSumXY[6] +=u*v*weight; fSumXY[7]+=u*t*weight; fSumXY[8]+=v*t*weight; | |
194 | // | |
195 | // XZ part | |
196 | // | |
197 | weight = 1./sz; | |
198 | fSumXZ[0] +=weight; | |
199 | fSumXZ[1] +=weight*x; fSumXZ[2] +=weight*x*x; fSumXZ[3] +=weight*x*x*x; fSumXZ[4] += weight*x*x*x*x; | |
200 | fSumXZ[5] +=weight*z; fSumXZ[6] +=weight*x*z; fSumXZ[7] +=weight*x*x*z; | |
201 | // | |
202 | fN++; | |
203 | } | |
204 | ||
205 | ||
206 | ||
207 | ||
208 | ||
209 | void AliRieman::UpdatePol(){ | |
210 | // | |
211 | // Rieman update | |
212 | // | |
213 | // | |
214 | if (fN==0) return; | |
215 | for (Int_t i=0;i<6;i++)fParams[i]=0; | |
216 | Int_t conv=0; | |
217 | // | |
218 | // XY part | |
219 | // | |
220 | TMatrixDSym smatrix(3); | |
221 | TMatrixD sums(1,3); | |
222 | // | |
223 | // smatrix(0,0) = s0; smatrix(1,1)=su2; smatrix(2,2)=st2; | |
224 | // smatrix(0,1) = su; smatrix(0,2)=st; smatrix(1,2)=sut; | |
225 | // sums(0,0) = sv; sums(0,1)=suv; sums(0,2)=svt; | |
226 | ||
227 | smatrix(0,0) = fSumXY[0]; smatrix(1,1)=fSumXY[4]; smatrix(2,2)=fSumXY[5]; | |
228 | smatrix(0,1) = fSumXY[1]; smatrix(0,2)=fSumXY[3]; smatrix(1,2)=fSumXY[7]; | |
229 | sums(0,0) = fSumXY[2]; sums(0,1) =fSumXY[6]; sums(0,2) =fSumXY[8]; | |
230 | smatrix.Invert(); | |
231 | if (smatrix.IsValid()){ | |
232 | for (Int_t i=0;i<3;i++) | |
233 | for (Int_t j=0;j<=i;j++){ | |
234 | (*fCovar)(i,j)=smatrix(i,j); | |
235 | } | |
236 | TMatrixD res = sums*smatrix; | |
237 | fParams[0] = res(0,0); | |
238 | fParams[1] = res(0,1); | |
239 | fParams[2] = res(0,2); | |
240 | conv++; | |
241 | } | |
242 | // | |
243 | // XZ part | |
244 | // | |
245 | TMatrixDSym smatrixz(3); | |
246 | smatrixz(0,0) = fSumXZ[0]; smatrixz(0,1) = fSumXZ[1]; smatrixz(0,2) = fSumXZ[2]; | |
247 | smatrixz(1,1) = fSumXZ[2]; smatrixz(1,2) = fSumXZ[3]; | |
248 | smatrixz(2,2) = fSumXZ[4]; | |
249 | smatrixz.Invert(); | |
250 | if (smatrixz.IsValid()){ | |
251 | sums(0,0) = fSumXZ[5]; | |
252 | sums(0,1) = fSumXZ[6]; | |
253 | sums(0,2) = fSumXZ[7]; | |
254 | TMatrixD res = sums*smatrixz; | |
255 | fParams[3] = res(0,0); | |
256 | fParams[4] = res(0,1); | |
257 | fParams[5] = res(0,2); | |
258 | for (Int_t i=0;i<3;i++) | |
259 | for (Int_t j=0;j<=i;j++){ | |
260 | (*fCovar)(i+2,j+2)=smatrixz(i,j); | |
261 | } | |
262 | conv++; | |
263 | } | |
264 | ||
265 | // (x-x0)^2+(y-y0)^2-R^2=0 ===> | |
266 | // | |
267 | // (x^2+y^2 -2*x*x0 - 2*y*y0+ x0^2 -y0^2 -R^2 =0; ==> | |
268 | // substitution t = 1/(x^2+y^2), u = 2*x*t, y = 2*y*t, D0 = R^2 - x0^2- y0^2 | |
269 | // | |
270 | // 1 - u*x0 - v*y0 - t *D0 =0 ; - linear equation | |
271 | // | |
272 | // next substition a = 1/y0 b = -x0/y0 c = -D0/y0 | |
273 | // final linear equation : a + u*b +t*c - v =0; | |
274 | // | |
275 | // fParam[0] = 1/y0 | |
276 | // fParam[1] = -x0/y0 | |
277 | // fParam[2] = - (R^2 - x0^2 - y0^2)/y0 | |
278 | if (conv>1) fConv =kTRUE; | |
279 | else | |
280 | fConv=kFALSE; | |
281 | } | |
282 | ||
283 | void AliRieman::Update(){ | |
284 | // | |
285 | // Rieman update | |
286 | // | |
287 | // | |
288 | if (fN==0) return; | |
289 | for (Int_t i=0;i<6;i++)fParams[i]=0; | |
290 | Int_t conv=0; | |
291 | // | |
292 | // XY part | |
293 | // | |
294 | TMatrixDSym smatrix(3); | |
295 | TMatrixD sums(1,3); | |
296 | // | |
297 | // smatrix(0,0) = s0; smatrix(1,1)=su2; smatrix(2,2)=st2; | |
298 | // smatrix(0,1) = su; smatrix(0,2)=st; smatrix(1,2)=sut; | |
299 | // sums(0,0) = sv; sums(0,1)=suv; sums(0,2)=svt; | |
300 | ||
301 | smatrix(0,0) = fSumXY[0]; smatrix(1,1)=fSumXY[4]; smatrix(2,2)=fSumXY[5]; | |
302 | smatrix(0,1) = fSumXY[1]; smatrix(0,2)=fSumXY[3]; smatrix(1,2)=fSumXY[7]; | |
049179df | 303 | // |
304 | smatrix(1,0) = fSumXY[1]; | |
305 | smatrix(2,0) = fSumXY[3]; | |
306 | smatrix(2,1) = fSumXY[7]; | |
307 | ||
cabb917f | 308 | sums(0,0) = fSumXY[2]; sums(0,1) =fSumXY[6]; sums(0,2) =fSumXY[8]; |
049179df | 309 | //TDecompChol decomp(smatrix); |
310 | //decomp.SetTol(1.0e-14); | |
311 | //smatrix = | |
312 | //decomp.Invert(); | |
cabb917f | 313 | smatrix.Invert(); |
314 | if (smatrix.IsValid()){ | |
315 | for (Int_t i=0;i<3;i++) | |
316 | for (Int_t j=0;j<3;j++){ | |
317 | (*fCovar)(i,j)=smatrix(i,j); | |
318 | } | |
319 | TMatrixD res = sums*smatrix; | |
320 | fParams[0] = res(0,0); | |
321 | fParams[1] = res(0,1); | |
322 | fParams[2] = res(0,2); | |
323 | conv++; | |
324 | } | |
325 | if (conv==0){ | |
326 | fConv = kFALSE; //non converged | |
327 | return; | |
328 | } | |
049179df | 329 | if (-fParams[2]*fParams[0]+fParams[1]*fParams[1]+1.<0){ |
330 | fConv = kFALSE; //non converged | |
331 | return; | |
332 | } | |
cabb917f | 333 | // |
334 | // XZ part | |
335 | // | |
336 | Double_t x0 = -fParams[1]/fParams[0]; | |
049179df | 337 | Double_t rm1 = fParams[0]/TMath::Sqrt(-fParams[2]*fParams[0]+fParams[1]*fParams[1]+1.); |
cabb917f | 338 | Double_t sumXZ[9]; |
339 | ||
340 | for (Int_t i=0;i<9;i++) sumXZ[i]=0; | |
341 | for (Int_t i=0;i<fN;i++){ | |
049179df | 342 | Double_t phi = TMath::ASin((fX[i]-x0)*rm1); |
343 | Double_t phi0 = TMath::ASin((0.-x0)*rm1); | |
cabb917f | 344 | Double_t weight = 1/fSz[i]; |
345 | weight *=weight; | |
049179df | 346 | Double_t dphi = (phi-phi0)/rm1; |
cabb917f | 347 | sumXZ[0] +=weight; |
348 | sumXZ[1] +=weight*dphi; | |
349 | sumXZ[2] +=weight*dphi*dphi; | |
350 | sumXZ[3] +=weight*fZ[i]; | |
351 | sumXZ[4] +=weight*dphi*fZ[i]; | |
352 | ||
353 | } | |
354 | ||
355 | TMatrixDSym smatrixz(2); | |
356 | TMatrixD sumsz(1,2); | |
357 | smatrixz(0,0) = sumXZ[0]; smatrixz(0,1) = sumXZ[1]; smatrixz(1,1) = sumXZ[2]; | |
049179df | 358 | smatrixz(1,0) = sumXZ[1]; |
cabb917f | 359 | smatrixz.Invert(); |
360 | if (smatrixz.IsValid()){ | |
361 | sumsz(0,0) = sumXZ[3]; | |
362 | sumsz(0,1) = sumXZ[4]; | |
363 | TMatrixD res = sumsz*smatrixz; | |
364 | fParams[3] = res(0,0); | |
365 | fParams[4] = res(0,1); | |
366 | for (Int_t i=0;i<2;i++) | |
367 | for (Int_t j=0;j<2;j++){ | |
368 | (*fCovar)(i+3,j+3)=smatrixz(i,j); | |
369 | } | |
370 | conv++; | |
371 | } | |
372 | ||
373 | // (x-x0)^2+(y-y0)^2-R^2=0 ===> | |
374 | // | |
375 | // (x^2+y^2 -2*x*x0 - 2*y*y0+ x0^2 -y0^2 -R^2 =0; ==> | |
049179df | 376 | // substitution t = 1/(x^2+y^2), u = 2*x*t, v = 2*y*t, D0 = R^2 - x0^2- y0^2 |
cabb917f | 377 | // |
378 | // 1 - u*x0 - v*y0 - t *D0 =0 ; - linear equation | |
379 | // | |
380 | // next substition a = 1/y0 b = -x0/y0 c = -D0/y0 | |
381 | // final linear equation : a + u*b +t*c - v =0; | |
382 | // | |
383 | // fParam[0] = 1/y0 | |
384 | // fParam[1] = -x0/y0 | |
385 | // fParam[2] = - (R^2 - x0^2 - y0^2)/y0 | |
386 | if (conv>1) fConv =kTRUE; | |
387 | else | |
388 | fConv=kFALSE; | |
049179df | 389 | fChi2Y = CalcChi2Y(); |
390 | fChi2Z = CalcChi2Z(); | |
391 | fChi2 = fChi2Y +fChi2Z; | |
cabb917f | 392 | } |
393 | ||
394 | ||
395 | ||
049179df | 396 | Double_t AliRieman::GetYat(Double_t x) const { |
397 | // | |
398 | // get y at given x position | |
399 | // | |
cabb917f | 400 | if (!fConv) return 0.; |
401 | Double_t res2 = (x*fParams[0]+fParams[1]); | |
402 | res2*=res2; | |
403 | res2 = 1.-fParams[2]*fParams[0]+fParams[1]*fParams[1]-res2; | |
404 | if (res2<0) return 0; | |
405 | res2 = TMath::Sqrt(res2); | |
406 | res2 = (1-res2)/fParams[0]; | |
407 | return res2; | |
408 | } | |
409 | ||
049179df | 410 | Double_t AliRieman::GetDYat(Double_t x) const { |
411 | // | |
412 | // get dy/dx at given x position | |
413 | // | |
cabb917f | 414 | if (!fConv) return 0.; |
415 | Double_t x0 = -fParams[1]/fParams[0]; | |
416 | if (-fParams[2]*fParams[0]+fParams[1]*fParams[1]+1<0) return 0; | |
049179df | 417 | Double_t rm1 = fParams[0]/TMath::Sqrt(-fParams[2]*fParams[0]+fParams[1]*fParams[1]+1); |
418 | if ( 1./(rm1*rm1)-(x-x0)*(x-x0)<=0) return 0; | |
419 | Double_t res = (x-x0)/TMath::Sqrt(1./(rm1*rm1)-(x-x0)*(x-x0)); | |
cabb917f | 420 | if (fParams[0]<0) res*=-1.; |
421 | return res; | |
422 | } | |
423 | ||
424 | ||
425 | ||
049179df | 426 | Double_t AliRieman::GetZat(Double_t x) const { |
427 | // | |
428 | // get z at given x position | |
429 | // | |
cabb917f | 430 | if (!fConv) return 0.; |
431 | Double_t x0 = -fParams[1]/fParams[0]; | |
432 | if (-fParams[2]*fParams[0]+fParams[1]*fParams[1]+1<=0) return 0; | |
049179df | 433 | Double_t rm1 = fParams[0]/TMath::Sqrt(-fParams[2]*fParams[0]+fParams[1]*fParams[1]+1); |
434 | Double_t phi = TMath::ASin((x-x0)*rm1); | |
435 | Double_t phi0 = TMath::ASin((0.-x0)*rm1); | |
cabb917f | 436 | Double_t dphi = (phi-phi0); |
049179df | 437 | Double_t res = fParams[3]+fParams[4]*dphi/rm1; |
cabb917f | 438 | return res; |
439 | } | |
440 | ||
049179df | 441 | Double_t AliRieman::GetDZat(Double_t x) const { |
442 | // | |
443 | // get dz/dx at given x postion | |
444 | // | |
cabb917f | 445 | if (!fConv) return 0.; |
446 | Double_t x0 = -fParams[1]/fParams[0]; | |
447 | if (-fParams[2]*fParams[0]+fParams[1]*fParams[1]+1<=0) return 0; | |
049179df | 448 | Double_t rm1 = fParams[0]/TMath::Sqrt(-fParams[2]*fParams[0]+fParams[1]*fParams[1]+1); |
449 | Double_t res = fParams[4]/TMath::Cos(TMath::ASin((x-x0)*rm1)); | |
cabb917f | 450 | return res; |
451 | } | |
452 | ||
453 | ||
049179df | 454 | Double_t AliRieman::GetC() const{ |
455 | // | |
456 | // get curvature | |
457 | // | |
cabb917f | 458 | return fParams[0]/TMath::Sqrt(-fParams[2]*fParams[0]+fParams[1]*fParams[1]+1); |
459 | } | |
460 | ||
049179df | 461 | Double_t AliRieman::CalcChi2Y() const{ |
462 | // | |
463 | // calculate chi2 for Y | |
464 | // | |
465 | Double_t sumchi2 = 0; | |
466 | for (Int_t i=0;i<fN;i++){ | |
467 | Double_t chi2 = (fY[i] - GetYat(fX[i]))/fSy[i]; | |
468 | sumchi2+=chi2*chi2; | |
469 | } | |
470 | return sumchi2; | |
471 | } | |
472 | ||
473 | ||
474 | Double_t AliRieman::CalcChi2Z() const{ | |
475 | // | |
476 | // calculate chi2 for Z | |
477 | // | |
478 | Double_t sumchi2 = 0; | |
479 | for (Int_t i=0;i<fN;i++){ | |
480 | Double_t chi2 = (fZ[i] - GetZat(fX[i]))/fSy[i]; | |
481 | sumchi2+=chi2*chi2; | |
482 | } | |
483 | return sumchi2; | |
484 | } | |
485 | ||
486 | Double_t AliRieman::CalcChi2() const{ | |
487 | // | |
488 | // sum chi2 in both coord - supposing Y and Z independent | |
489 | // | |
490 | return CalcChi2Y()+CalcChi2Z(); | |
491 | } | |
492 | ||
493 | AliRieman * AliRieman::MakeResiduals() const{ | |
494 | // | |
495 | // create residual structure - ONLY for debug purposes | |
496 | // | |
497 | AliRieman *rieman = new AliRieman(fN); | |
498 | for (Int_t i=0;i<fN;i++){ | |
499 | rieman->AddPoint(fX[i],fY[i]-GetYat(fX[i]),fZ[i]-GetZat(fX[i]), fSy[i],fSz[i]); | |
500 | } | |
501 | return rieman; | |
502 | } | |
503 | ||
cabb917f | 504 |