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d15a28e7 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//_________________________________________________________________________
9f616d61 17// Algorithm class to construct track segments connection RecPoints in
18// EMCA and Ppsd. Unfolds also the clusters in EMCA.
19//*-- Author : D. Peressounko SUBATECH
d15a28e7 20//////////////////////////////////////////////////////////////////////////////
21
22// --- ROOT system ---
23
24#include "TObjArray.h"
25#include "TClonesArray.h"
9f616d61 26#include "TObjectTable.h"
d15a28e7 27
28// --- Standard library ---
29
9f616d61 30#include <iostream>
31#include <cassert>
d15a28e7 32
33// --- AliRoot header files ---
34
35#include "AliPHOSTrackSegmentMakerv1.h"
36#include "AliPHOSTrackSegment.h"
37#include "AliPHOSLink.h"
38#include "AliPHOSv0.h"
39#include "AliRun.h"
40
92862013 41extern void UnfoldingChiSquare(Int_t &nPar, Double_t *Grad, Double_t & fret, Double_t *x, Int_t iflag) ;
9f616d61 42
d15a28e7 43ClassImp( AliPHOSTrackSegmentMakerv1)
44
45
46//____________________________________________________________________________
9f616d61 47 AliPHOSTrackSegmentMakerv1::AliPHOSTrackSegmentMakerv1()
d15a28e7 48{
9f616d61 49 // ctor
d15a28e7 50 fR0 = 4. ;
51 AliPHOSGeometry * geom = AliPHOSGeometry::GetInstance() ;
52 //clusters are sorted in "rows" and "columns" of width geom->GetCrystalSize(0),
53 fDelta = fR0 + geom->GetCrystalSize(0) ;
9f616d61 54 fMinuit = new TMinuit(100) ;
d15a28e7 55}
56
9f616d61 57//____________________________________________________________________________
58 AliPHOSTrackSegmentMakerv1::~AliPHOSTrackSegmentMakerv1()
59{
60 // dtor
61 delete fMinuit ;
62}
d15a28e7 63//____________________________________________________________________________
64Bool_t AliPHOSTrackSegmentMakerv1::FindFit(AliPHOSEmcRecPoint * emcRP, int * maxAt, Float_t * maxAtEnergy,
92862013 65 Int_t nPar, Float_t * fitparameters)
9f616d61 66{
9f616d61 67 // Calls TMinuit for fitting cluster with several maxima
6ad0bfa0 68
d15a28e7 69 AliPHOSGeometry * geom = AliPHOSGeometry::GetInstance() ;
d15a28e7 70
9f616d61 71 gMinuit->SetPrintLevel(-1) ; // No Printout
72 gMinuit->SetFCN(UnfoldingChiSquare) ; // To set the address of the minimization function
73 gMinuit->SetObjectFit(emcRP) ; // To tranfer pointer to UnfoldingChiSquare
74
75 // filling initial values for fit parameters
d15a28e7 76 AliPHOSDigit * digit ;
9f616d61 77
78 Int_t ierflg = 0;
79 Int_t index = 0 ;
92862013 80 Int_t nDigits = (Int_t) nPar / 3 ;
9f616d61 81
d15a28e7 82 Int_t iDigit ;
9f616d61 83
84
92862013 85 for(iDigit = 0; iDigit < nDigits; iDigit++){
d15a28e7 86 digit = (AliPHOSDigit *) maxAt[iDigit];
87
92862013 88 Int_t relid[4] ;
d15a28e7 89 Float_t x ;
90 Float_t z ;
92862013 91 geom->AbsToRelNumbering(digit->GetId(), relid) ;
92 geom->RelPosInModule(relid, x, z) ;
d15a28e7 93
92862013 94 Float_t energy = maxAtEnergy[iDigit] ;
d15a28e7 95
9f616d61 96 gMinuit->mnparm(index, "x", x, 0.1, 0, 0, ierflg) ;
97 index++ ;
d15a28e7 98 if(ierflg != 0){
99 cout << "PHOS Unfolding> Unable to set initial value for fit procedure : x = " << x << endl ;
100 return kFALSE;
101 }
9f616d61 102 gMinuit->mnparm(index, "z", z, 0.1, 0, 0, ierflg) ;
103 index++ ;
d15a28e7 104 if(ierflg != 0){
105 cout << "PHOS Unfolding> Unable to set initial value for fit procedure : z = " << z << endl ;
106 return kFALSE;
107 }
92862013 108 gMinuit->mnparm(index, "Energy", energy , 0.05*energy, 0., 4.*energy, ierflg) ;
9f616d61 109 index++ ;
d15a28e7 110 if(ierflg != 0){
92862013 111 cout << "PHOS Unfolding> Unable to set initial value for fit procedure : energy = " << energy << endl ;
d15a28e7 112 return kFALSE;
6ad0bfa0 113 }
d15a28e7 114 }
115
9f616d61 116 Double_t p0 = 0.1 ; // "Tolerance" Evaluation stops when EDM = 0.0001*p0 ; The number of function call slightly
117 // depends on it.
118 Double_t p1 = 1.0 ;
119 Double_t p2 = 0.0 ;
120
121 gMinuit->mnexcm("SET STR", &p2, 0, ierflg) ; // force TgMinuit to reduce function calls
122 gMinuit->mnexcm("SET GRA", &p1, 1, ierflg) ; // force TMinuit to use my gradient
d15a28e7 123 gMinuit->SetMaxIterations(5);
9f616d61 124 gMinuit->mnexcm("SET NOW", &p2 , 0, ierflg) ; // No Warnings
125 gMinuit->mnexcm("MIGRAD", &p0, 0, ierflg) ; // minimize
126 if(ierflg == 4){ // Minimum not found
127 cout << "PHOS Unfolding> Fit not converged, cluster abandoned "<< endl ;
d15a28e7 128 return kFALSE ;
129 }
92862013 130 for(index = 0; index < nPar; index++){
d15a28e7 131 Double_t err ;
132 Double_t val ;
9f616d61 133 gMinuit->GetParameter(index, val, err) ; // Returns value and error of parameter index
92862013 134 fitparameters[index] = val ;
d15a28e7 135 }
d15a28e7 136 return kTRUE;
9f616d61 137
d15a28e7 138}
9f616d61 139
d15a28e7 140//____________________________________________________________________________
141void AliPHOSTrackSegmentMakerv1::FillOneModule(DigitsList * Dl, RecPointsList * emcIn, TObjArray * emcOut,
142 RecPointsList * ppsdIn, TObjArray * ppsdOutUp,
92862013 143 TObjArray * ppsdOutLow, Int_t & phosmod, Int_t & emcStopedAt,
d15a28e7 144 Int_t & ppsdStopedAt)
9f616d61 145{
146 // Unfold clusters and fill xxxOut arrays with clusters from one PHOS module
147
148 AliPHOSEmcRecPoint * emcRecPoint ;
d15a28e7 149 AliPHOSPpsdRecPoint * ppsdRecPoint ;
150 Int_t index ;
6ad0bfa0 151
92862013 152 Int_t nEmcUnfolded = emcIn->GetEntries() ;
153 for(index = emcStopedAt; index < nEmcUnfolded; index++){
d15a28e7 154 emcRecPoint = (AliPHOSEmcRecPoint *) (*emcIn)[index] ;
6ad0bfa0 155
92862013 156 if(emcRecPoint->GetPHOSMod() != phosmod )
9f616d61 157 break ;
158
92862013 159 Int_t nMultipl = emcRecPoint->GetMultiplicity() ;
160 Int_t maxAt[nMultipl] ;
161 Float_t maxAtEnergy[nMultipl] ;
162 Int_t nMax = emcRecPoint->GetNumberOfLocalMax(maxAt, maxAtEnergy) ;
9f616d61 163
92862013 164 if(nMax <= 1) // if cluster is very flat (no pronounced maximum) then nMax = 0
d15a28e7 165 emcOut->Add(emcRecPoint) ;
166 else {
92862013 167 UnfoldClusters(Dl, emcIn, emcRecPoint, nMax, maxAt, maxAtEnergy, emcOut) ;
d15a28e7 168 emcIn->Remove(emcRecPoint);
169 emcIn->Compress() ;
92862013 170 nEmcUnfolded-- ;
d15a28e7 171 index-- ;
172 }
173 }
174 emcStopedAt = index ;
175
176 for(index = ppsdStopedAt; index < ppsdIn->GetEntries(); index++){
177 ppsdRecPoint = (AliPHOSPpsdRecPoint *) (*ppsdIn)[index] ;
92862013 178 if(ppsdRecPoint->GetPHOSMod() != phosmod )
9f616d61 179 break ;
d15a28e7 180 if(ppsdRecPoint->GetUp() )
181 ppsdOutUp->Add(ppsdRecPoint) ;
182 else
183 ppsdOutLow->Add(ppsdRecPoint) ;
184 }
185 ppsdStopedAt = index ;
6ad0bfa0 186
d15a28e7 187 emcOut->Sort() ;
188 ppsdOutUp->Sort() ;
6ad0bfa0 189 ppsdOutLow->Sort() ;
d15a28e7 190}
191//____________________________________________________________________________
92862013 192Float_t AliPHOSTrackSegmentMakerv1::GetDistanceInPHOSPlane(AliPHOSEmcRecPoint * emcclu,AliPHOSPpsdRecPoint * PpsdClu, Bool_t &toofar)
d15a28e7 193{
92862013 194 Float_t r = fR0 ;
d15a28e7 195
196 TVector3 vecEmc ;
197 TVector3 vecPpsd ;
198
92862013 199 emcclu->GetLocalPosition(vecEmc) ;
d15a28e7 200 PpsdClu->GetLocalPosition(vecPpsd) ;
92862013 201 if(emcclu->GetPHOSMod() == PpsdClu->GetPHOSMod()){
d15a28e7 202 if(vecPpsd.X() >= vecEmc.X() - fDelta ){
203 if(vecPpsd.Z() >= vecEmc.Z() - fDelta ){
204 AliPHOSGeometry * geom = AliPHOSGeometry::GetInstance() ;
6ad0bfa0 205 // Correct to difference in CPV and EMC position due to different distance to center.
206 // we assume, that particle moves from center
92862013 207 Float_t dCPV = geom->GetIPtoOuterCoverDistance();
208 Float_t dEMC = geom->GetIPtoCrystalSurface() ;
209 dEMC = dEMC / dCPV ;
210 vecPpsd = dEMC * vecPpsd - vecEmc ;
211 r = vecPpsd.Mag() ;
d15a28e7 212 } // if zPpsd >= zEmc - fDelta
92862013 213 toofar = kFALSE ;
d15a28e7 214 } // if xPpsd >= xEmc - fDelta
215 else
92862013 216 toofar = kTRUE ;
d15a28e7 217 }
218 else
92862013 219 toofar = kTRUE ;
d15a28e7 220
92862013 221 return r ;
d15a28e7 222}
223
224//____________________________________________________________________________
92862013 225void AliPHOSTrackSegmentMakerv1::MakeLinks(TObjArray * emcRecPoints, TObjArray * ppsdRecPointsUp,
226 TObjArray * ppsdRecPointsLow, TClonesArray * linklowArray,
227 TClonesArray *linkupArray)
d15a28e7 228{
229 //Finds distanses (links) between all EMC and PPSD clusters, which are not further from each other than fR0
230
92862013 231 TIter nextEmc(emcRecPoints) ;
d15a28e7 232 Int_t iEmcClu = 0 ;
233
92862013 234 AliPHOSPpsdRecPoint * ppsdlow ;
235 AliPHOSPpsdRecPoint * ppsdup ;
236 AliPHOSEmcRecPoint * emcclu ;
d15a28e7 237
238 Int_t iLinkLow = 0 ;
239 Int_t iLinkUp = 0 ;
240
92862013 241 while( (emcclu = (AliPHOSEmcRecPoint*)nextEmc() ) ) {
242 Bool_t toofar ;
243 TIter nextPpsdLow(ppsdRecPointsLow ) ;
d15a28e7 244 Int_t iPpsdLow = 0 ;
245
92862013 246 while( (ppsdlow = (AliPHOSPpsdRecPoint*)nextPpsdLow() ) ) {
247 Float_t r = GetDistanceInPHOSPlane(emcclu, ppsdlow, toofar) ;
d15a28e7 248
92862013 249 if(toofar)
d15a28e7 250 break ;
92862013 251 if(r < fR0)
252 new( (*linklowArray)[iLinkLow++]) AliPHOSLink(r, iEmcClu, iPpsdLow) ;
d15a28e7 253
254 iPpsdLow++ ;
255
256 }
257
92862013 258 TIter nextPpsdUp(ppsdRecPointsUp ) ;
d15a28e7 259 Int_t iPpsdUp = 0 ;
260
92862013 261 while( (ppsdup = (AliPHOSPpsdRecPoint*)nextPpsdUp() ) ) {
262 Float_t r = GetDistanceInPHOSPlane(emcclu, ppsdup, toofar) ;
d15a28e7 263
92862013 264 if(toofar)
d15a28e7 265 break ;
92862013 266 if(r < fR0)
267 new( (*linkupArray)[iLinkUp++]) AliPHOSLink(r, iEmcClu, iPpsdUp) ;
d15a28e7 268
269 iPpsdUp++ ;
270
271 }
272
273 iEmcClu++ ;
274
275 } // while nextEmC
276
92862013 277 linklowArray->Sort() ; //first links with smallest distances
278 linkupArray->Sort() ;
d15a28e7 279}
280
281//____________________________________________________________________________
92862013 282void AliPHOSTrackSegmentMakerv1::MakePairs(TObjArray * emcRecPoints, TObjArray * ppsdRecPointsUp,
283 TObjArray * ppsdRecPointsLow, TClonesArray * linklowArray,
284 TClonesArray * linkupArray, TrackSegmentsList * trsl)
6ad0bfa0 285{
286
287 // Finds the smallest links and makes pairs of PPSD and EMC clusters with smallest distance
288
92862013 289 TIter nextLow(linklowArray) ;
290 TIter nextUp(linkupArray) ;
d15a28e7 291
292 AliPHOSLink * linkLow ;
293 AliPHOSLink * linkUp ;
294
295 AliPHOSEmcRecPoint * emc ;
296 AliPHOSPpsdRecPoint * ppsdLow ;
297 AliPHOSPpsdRecPoint * ppsdUp ;
298
92862013 299 AliPHOSRecPoint * nullpointer = 0 ;
9f616d61 300
d15a28e7 301 while ( (linkLow = (AliPHOSLink *)nextLow() ) ){
92862013 302 emc = (AliPHOSEmcRecPoint *) emcRecPoints->At(linkLow->GetEmc()) ;
303 ppsdLow = (AliPHOSPpsdRecPoint *) ppsdRecPointsLow->At(linkLow->GetPpsd()) ;
6ad0bfa0 304 if( (emc) && (ppsdLow) ){ // RecPoints not removed yet
d15a28e7 305 ppsdUp = 0 ;
306
307 while ( (linkUp = (AliPHOSLink *)nextUp() ) ){
308 if(linkLow->GetEmc() == linkUp->GetEmc() ){
92862013 309 ppsdUp = (AliPHOSPpsdRecPoint *) ppsdRecPointsUp->At(linkUp->GetPpsd()) ;
d15a28e7 310 break ;
311 }
312
313 } // while nextUp
314
315 nextUp.Reset();
316 AliPHOSTrackSegment * subtr = new AliPHOSTrackSegment(emc, ppsdUp, ppsdLow ) ;
317 trsl->Add(subtr) ;
92862013 318 emcRecPoints->AddAt(nullpointer,linkLow->GetEmc()) ;
319 ppsdRecPointsLow->AddAt(nullpointer,linkLow->GetPpsd()) ;
d15a28e7 320
321 if(ppsdUp)
92862013 322 ppsdRecPointsUp->AddAt(nullpointer,linkUp->GetPpsd()) ;
d15a28e7 323
6ad0bfa0 324 }
d15a28e7 325 }
326
92862013 327 TIter nextEmc(emcRecPoints) ;
d15a28e7 328 nextEmc.Reset() ;
329
92862013 330 while( (emc = (AliPHOSEmcRecPoint*)nextEmc()) ){ //to create pairs if no ppsdlow
9f616d61 331 ppsdLow = 0 ;
332 ppsdUp = 0 ;
d15a28e7 333
334 while ( (linkUp = (AliPHOSLink *)nextUp() ) ){
335
92862013 336 if(emcRecPoints->IndexOf(emc) == linkUp->GetEmc() ){
337 ppsdUp = (AliPHOSPpsdRecPoint *) ppsdRecPointsUp->At(linkUp->GetPpsd()) ;
d15a28e7 338 break ;
339 }
340
341 }
342 AliPHOSTrackSegment * subtr = new AliPHOSTrackSegment(emc, ppsdUp, ppsdLow ) ;
343 trsl->Add(subtr) ;
344
345 if(ppsdUp)
92862013 346 ppsdRecPointsUp->AddAt(nullpointer,linkUp->GetPpsd()) ;
d15a28e7 347 }
348
349}
350
351//____________________________________________________________________________
352void AliPHOSTrackSegmentMakerv1::MakeTrackSegments(DigitsList * DL, RecPointsList * emcl,
353 RecPointsList * ppsdl, TrackSegmentsList * trsl)
354{
9f616d61 355 // main function, does the job
d15a28e7 356
92862013 357 Int_t phosmod = 1 ;
9f616d61 358 Int_t emcStopedAt = 0 ;
d15a28e7 359 Int_t ppsdStopedAt = 0 ;
360
92862013 361 TObjArray * emcRecPoints = new TObjArray(100) ; // these arrays keep pointers
362 TObjArray * ppsdRecPointsUp = new TObjArray(100) ; // to RecPoints, which are
363 TObjArray * ppsdRecPointsLow = new TObjArray(100) ; // kept in TClonesArray's emcl and ppsdl
d15a28e7 364
365
92862013 366 TClonesArray * linklowArray = new TClonesArray("AliPHOSLink", 100);
367 TClonesArray * linkupArray = new TClonesArray("AliPHOSLink", 100);
d15a28e7 368
369 AliPHOSGeometry * geom = AliPHOSGeometry::GetInstance() ;
370
92862013 371 while(phosmod <= geom->GetNModules() ){
d15a28e7 372
92862013 373 FillOneModule(DL, emcl, emcRecPoints, ppsdl, ppsdRecPointsUp, ppsdRecPointsLow, phosmod, emcStopedAt, ppsdStopedAt) ;
6ad0bfa0 374
92862013 375 MakeLinks(emcRecPoints, ppsdRecPointsUp, ppsdRecPointsLow, linklowArray, linkupArray) ;
d15a28e7 376
92862013 377 MakePairs(emcRecPoints, ppsdRecPointsUp, ppsdRecPointsLow, linklowArray, linkupArray, trsl) ;
d15a28e7 378
92862013 379 emcRecPoints->Clear() ;
9f616d61 380
92862013 381 ppsdRecPointsUp->Clear() ;
9f616d61 382
92862013 383 ppsdRecPointsLow->Clear() ;
9f616d61 384
92862013 385 linkupArray->Clear() ;
9f616d61 386
92862013 387 linklowArray->Clear() ;
9f616d61 388
92862013 389 phosmod++ ;
d15a28e7 390 }
92862013 391 delete emcRecPoints ;
392 emcRecPoints = 0 ;
9f616d61 393
92862013 394 delete ppsdRecPointsUp ;
395 ppsdRecPointsUp = 0 ;
9f616d61 396
92862013 397 delete ppsdRecPointsLow ;
398 ppsdRecPointsLow = 0 ;
9f616d61 399
92862013 400 delete linkupArray ;
401 linkupArray = 0 ;
9f616d61 402
92862013 403 delete linklowArray ;
404 linklowArray = 0 ;
d15a28e7 405}
406
407//____________________________________________________________________________
9f616d61 408Double_t AliPHOSTrackSegmentMakerv1::ShowerShape(Double_t r)
409{
d15a28e7 410// If you change this function, change also gradiend evaluation in ChiSquare()
6ad0bfa0 411 Double_t r4 = r*r*r*r ;
412 Double_t r295 = TMath::Power(r, 2.95) ;
d15a28e7 413 Double_t shape = TMath::Exp( -r4 * (1. / (2.32 + 0.26 * r4) + 0.0316 / (1 + 0.0652 * r295) ) ) ;
414 return shape ;
415}
416
417//____________________________________________________________________________
418void AliPHOSTrackSegmentMakerv1::UnfoldClusters(DigitsList * DL, RecPointsList * emcIn, AliPHOSEmcRecPoint * iniEmc,
92862013 419 Int_t nMax, int * maxAt, Float_t * maxAtEnergy, TObjArray * emcList)
d15a28e7 420{
92862013 421 // fits cluster with nMax overlapping showers
d15a28e7 422
92862013 423 Int_t nPar = 3 * nMax ;
424 Float_t fitparameters[nPar] ;
d15a28e7 425 AliPHOSGeometry * geom = AliPHOSGeometry::GetInstance() ;
9f616d61 426
92862013 427 Bool_t rv = FindFit(iniEmc, maxAt, maxAtEnergy, nPar, fitparameters) ;
9f616d61 428 if( !rv ) // Fit failed, return and remove cluster
d15a28e7 429 return ;
430
431 Float_t xDigit ;
432 Float_t zDigit ;
92862013 433 Int_t relid[4] ;
d15a28e7 434
92862013 435 Int_t nDigits = iniEmc->GetMultiplicity() ;
d15a28e7 436 Float_t xpar ;
437 Float_t zpar ;
92862013 438 Float_t epar ;
439 Float_t distance ;
440 Float_t ratio ;
441 Float_t efit[nDigits] ;
d15a28e7 442 Int_t iparam ;
443 Int_t iDigit ;
444
445 AliPHOSDigit * digit ;
446 AliPHOSEmcRecPoint * emcRP ;
6ad0bfa0 447 Int_t * emcDigits = iniEmc->GetDigitsList() ;
d15a28e7 448 Float_t * emcEnergies = iniEmc->GetEnergiesList() ;
449
450 Int_t iRecPoint = emcIn->GetEntries() ;
451
92862013 452 for(iDigit = 0 ; iDigit < nDigits ; iDigit ++){
d15a28e7 453 digit = (AliPHOSDigit *) emcDigits[iDigit];
92862013 454 geom->AbsToRelNumbering(digit->GetId(), relid) ;
455 geom->RelPosInModule(relid, xDigit, zDigit) ;
456 efit[iDigit] = 0;
d15a28e7 457 iparam = 0 ;
458
92862013 459 while(iparam < nPar ){
460 xpar = fitparameters[iparam] ;
461 zpar = fitparameters[iparam+1] ;
462 epar = fitparameters[iparam+2] ;
d15a28e7 463 iparam += 3 ;
92862013 464 distance = (xDigit - xpar) * (xDigit - xpar) + (zDigit - zpar) * (zDigit - zpar) ;
465 distance = TMath::Sqrt(distance) ;
466 efit[iDigit] += epar * ShowerShape(distance) ;
d15a28e7 467 }
d15a28e7 468 }
469
470 iparam = 0 ;
471 Float_t eDigit ;
472
92862013 473 while(iparam < nPar ){
474 xpar = fitparameters[iparam] ;
475 zpar = fitparameters[iparam+1] ;
476 epar = fitparameters[iparam+2] ;
d15a28e7 477 iparam += 3 ;
478 new ((*emcIn)[iRecPoint]) AliPHOSEmcRecPoint( iniEmc->GetLogWeightCut(), iniEmc->GetLocMaxCut() ) ;
479 emcRP = (AliPHOSEmcRecPoint *) emcIn->At(iRecPoint++);
480
92862013 481 for(iDigit = 0 ; iDigit < nDigits ; iDigit ++){
d15a28e7 482 digit = (AliPHOSDigit *) emcDigits[iDigit];
92862013 483 geom->AbsToRelNumbering(digit->GetId(), relid) ;
484 geom->RelPosInModule(relid, xDigit, zDigit) ;
485 distance = (xDigit - xpar) * (xDigit - xpar) + (zDigit - zpar) * (zDigit - zpar) ;
486 distance = TMath::Sqrt(distance) ;
487 ratio = epar * ShowerShape(distance) / efit[iDigit] ;
488 eDigit = emcEnergies[iDigit] * ratio ;
9f616d61 489 emcRP->AddDigit( *digit, eDigit ) ;
d15a28e7 490 }
491
492 emcList->Add(emcRP) ;
493
494 }
495}
6ad0bfa0 496
d15a28e7 497//______________________________________________________________________________
92862013 498void UnfoldingChiSquare(Int_t & nPar, Double_t * Grad, Double_t & fret, Double_t * x, Int_t iflag)
d15a28e7 499{
9f616d61 500
6ad0bfa0 501// Number of parameters, Gradient, Chi squared, parameters, what to do
9f616d61 502
d15a28e7 503 AliPHOSGeometry * geom = AliPHOSGeometry::GetInstance() ;
d15a28e7 504
9f616d61 505 AliPHOSEmcRecPoint * emcRP = (AliPHOSEmcRecPoint *) gMinuit->GetObjectFit() ; // EmcRecPoint to fit
6ad0bfa0 506 Int_t * emcDigits = emcRP->GetDigitsList() ;
d15a28e7 507 Float_t * emcEnergies = emcRP->GetEnergiesList() ;
508 fret = 0. ;
509 Int_t iparam ;
510
9f616d61 511 if(iflag == 2)
92862013 512 for(iparam = 0 ; iparam < nPar ; iparam++)
9f616d61 513 Grad[iparam] = 0 ; // Will evaluate gradient
514
92862013 515 Double_t efit ;
9f616d61 516
d15a28e7 517 AliPHOSDigit * digit ;
518 Int_t iDigit = 0 ;
9f616d61 519
d15a28e7 520 while ( (digit = (AliPHOSDigit *)emcDigits[iDigit] )){
92862013 521 Int_t relid[4] ;
d15a28e7 522 Float_t xDigit ;
523 Float_t zDigit ;
92862013 524 geom->AbsToRelNumbering(digit->GetId(), relid) ;
525 geom->RelPosInModule(relid, xDigit, zDigit) ;
d15a28e7 526
9f616d61 527 if(iflag == 2){ // calculate gradient
528 Int_t iParam = 0 ;
92862013 529 efit = 0 ;
530 while(iParam < nPar ){
531 Double_t distance = (xDigit - x[iParam]) * (xDigit - x[iParam]) ;
9f616d61 532 iParam++ ;
92862013 533 distance += (zDigit - x[iParam]) * (zDigit - x[iParam]) ;
534 distance = TMath::Sqrt( distance ) ;
9f616d61 535 iParam++ ;
92862013 536 efit += x[iParam] * AliPHOSTrackSegmentMakerv1::ShowerShape(distance) ;
9f616d61 537 iParam++ ;
538 }
92862013 539 Double_t sum = 2. * (efit - emcEnergies[iDigit]) / emcEnergies[iDigit] ; // Here we assume, that sigma = sqrt(E)
9f616d61 540 iParam = 0 ;
92862013 541 while(iParam < nPar ){
9f616d61 542 Double_t xpar = x[iParam] ;
543 Double_t zpar = x[iParam+1] ;
92862013 544 Double_t epar = x[iParam+2] ;
9f616d61 545 Double_t dr = TMath::Sqrt( (xDigit - xpar) * (xDigit - xpar) + (zDigit - zpar) * (zDigit - zpar) );
546 Double_t shape = sum * AliPHOSTrackSegmentMakerv1::ShowerShape(dr) ;
547 Double_t r4 = dr*dr*dr*dr ;
548 Double_t r295 = TMath::Power(dr,2.95) ;
549 Double_t deriv =-4. * dr*dr * ( 2.32 / ( (2.32 + 0.26 * r4) * (2.32 + 0.26 * r4) ) +
550 0.0316 * (1. + 0.0171 * r295) / ( ( 1. + 0.0652 * r295) * (1. + 0.0652 * r295) ) ) ;
551
92862013 552 Grad[iParam] += epar * shape * deriv * (xpar - xDigit) ; // Derivative over x
9f616d61 553 iParam++ ;
92862013 554 Grad[iParam] += epar * shape * deriv * (zpar - zDigit) ; // Derivative over z
9f616d61 555 iParam++ ;
556 Grad[iParam] += shape ; // Derivative over energy
557 iParam++ ;
558 }
559 }
92862013 560 efit = 0;
9f616d61 561 iparam = 0 ;
92862013 562 while(iparam < nPar ){
9f616d61 563 Double_t xpar = x[iparam] ;
564 Double_t zpar = x[iparam+1] ;
92862013 565 Double_t epar = x[iparam+2] ;
9f616d61 566 iparam += 3 ;
92862013 567 Double_t distance = (xDigit - xpar) * (xDigit - xpar) + (zDigit - zpar) * (zDigit - zpar) ;
568 distance = TMath::Sqrt(distance) ;
569 efit += epar * AliPHOSTrackSegmentMakerv1::ShowerShape(distance) ;
9f616d61 570 }
92862013 571 fret += (efit-emcEnergies[iDigit])*(efit-emcEnergies[iDigit])/emcEnergies[iDigit] ;
9f616d61 572 // Here we assume, that sigma = sqrt(E)
573 iDigit++ ;
d15a28e7 574 }
575}