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Geant4/global/HEPNumerics/src/G4JTPolynomialSolver.cc

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Differences between /global/HEPNumerics/src/G4JTPolynomialSolver.cc (Version 11.3.0) and /global/HEPNumerics/src/G4JTPolynomialSolver.cc (Version 6.2.p1)


  1 //                                                  1 
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 18 // * This  code  implementation is the result     
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 25 //                                                
 26 // G4JTPolynomialSolver class implementation.     
 27 //                                                
 28 // Author: Oliver Link, 15.02.2005                
 29 //         Translated to C++ and adapted to us    
 30 // -------------------------------------------    
 31                                                   
 32 #include "G4JTPolynomialSolver.hh"                
 33 #include "G4Pow.hh"                               
 34 #include "G4SystemOfUnits.hh"                     
 35                                                   
 36 const G4double G4JTPolynomialSolver::base   =     
 37 const G4double G4JTPolynomialSolver::eta    =     
 38 const G4double G4JTPolynomialSolver::infin  =     
 39 const G4double G4JTPolynomialSolver::smalno =     
 40 const G4double G4JTPolynomialSolver::are    =     
 41 const G4double G4JTPolynomialSolver::mre    =     
 42 const G4double G4JTPolynomialSolver::lo     =     
 43                                                   
 44 G4int G4JTPolynomialSolver::FindRoots(G4double    
 45                                       G4double    
 46 {                                                 
 47   G4double t = 0.0, aa = 0.0, bb = 0.0, cc = 0    
 48   G4double max = 0.0, min = infin, xxx = 0.0,     
 49   G4double xm = 0.0, ff = 0.0, df = 0.0, dx =     
 50   G4int cnt = 0, nz = 0, i = 0, j = 0, jj = 0,    
 51   G4Pow* power = G4Pow::GetInstance();            
 52                                                   
 53   // Initialization of constants for shift rot    
 54   //                                              
 55   static const G4double xx   = std::sqrt(0.5);    
 56   static const G4double rot  = 94.0 * deg;        
 57   static const G4double cosr = std::cos(rot),     
 58   G4double xo = xx, yo = -xx;                     
 59   n = degr;                                       
 60                                                   
 61   //  Algorithm fails if the leading coefficie    
 62   //                                              
 63   if(!(op[0] != 0.0))                             
 64   {                                               
 65     return -1;                                    
 66   }                                               
 67                                                   
 68   //  Remove the zeros at the origin, if any.     
 69   //                                              
 70   while(!(op[n] != 0.0))                          
 71   {                                               
 72     j        = degr - n;                          
 73     zeror[j] = 0.0;                               
 74     zeroi[j] = 0.0;                               
 75     n--;                                          
 76   }                                               
 77   if(n < 1)                                       
 78   {                                               
 79     return -1;                                    
 80   }                                               
 81                                                   
 82   // Allocate buffers here                        
 83   //                                              
 84   std::vector<G4double> temp(degr + 1);           
 85   std::vector<G4double> pt(degr + 1);             
 86                                                   
 87   p.assign(degr + 1, 0);                          
 88   qp.assign(degr + 1, 0);                         
 89   k.assign(degr + 1, 0);                          
 90   qk.assign(degr + 1, 0);                         
 91   svk.assign(degr + 1, 0);                        
 92                                                   
 93   // Make a copy of the coefficients.             
 94   //                                              
 95   for(i = 0; i <= n; ++i)                         
 96   {                                               
 97     p[i] = op[i];                                 
 98   }                                               
 99                                                   
100   do                                              
101   {                                               
102     if(n == 1)  // Start the algorithm for one    
103     {                                             
104       zeror[degr - 1] = -p[1] / p[0];             
105       zeroi[degr - 1] = 0.0;                      
106       n -= 1;                                     
107       return degr - n;                            
108     }                                             
109     if(n == 2)  // Calculate the final zero or    
110     {                                             
111       Quadratic(p[0], p[1], p[2], &zeror[degr     
112                 &zeror[degr - 1], &zeroi[degr     
113       n -= 2;                                     
114       return degr - n;                            
115     }                                             
116                                                   
117     // Find largest and smallest moduli of coe    
118     //                                            
119     max = 0.0;                                    
120     min = infin;                                  
121     for(i = 0; i <= n; ++i)                       
122     {                                             
123       x = std::fabs(p[i]);                        
124       if(x > max)                                 
125       {                                           
126         max = x;                                  
127       }                                           
128       if(x != 0.0 && x < min)                     
129       {                                           
130         min = x;                                  
131       }                                           
132     }                                             
133                                                   
134     // Scale if there are large or very small     
135     // Computes a scale factor to multiply the    
136     // polynomial. The scaling is done to avoi    
137     // avoid undetected underflow interfering     
138     // criterion. The factor is a power of the    
139     //                                            
140     sc = lo / min;                                
141                                                   
142     if(((sc <= 1.0) && (max >= 10.0)) || ((sc     
143        ((infin / sc >= max) && (max >= 10)))      
144     {                                             
145       if(!(sc != 0.0))                            
146       {                                           
147         sc = smalno;                              
148       }                                           
149       l      = (G4int)(G4Log(sc) / G4Log(base)    
150       factor = power->powN(base, l);              
151       if(factor != 1.0)                           
152       {                                           
153         for(i = 0; i <= n; ++i)                   
154         {                                         
155           p[i] = factor * p[i];                   
156         }  // Scale polynomial.                   
157       }                                           
158     }                                             
159                                                   
160     // Compute lower bound on moduli of roots.    
161     //                                            
162     for(i = 0; i <= n; ++i)                       
163     {                                             
164       pt[i] = (std::fabs(p[i]));                  
165     }                                             
166     pt[n] = -pt[n];                               
167                                                   
168     // Compute upper estimate of bound.           
169     //                                            
170     x = G4Exp((G4Log(-pt[n]) - G4Log(pt[0])) /    
171                                                   
172     // If Newton step at the origin is better,    
173     //                                            
174     if(pt[n - 1] != 0.0)                          
175     {                                             
176       xm = -pt[n] / pt[n - 1];                    
177       if(xm < x)                                  
178       {                                           
179         x = xm;                                   
180       }                                           
181     }                                             
182                                                   
183     // Chop the interval (0,x) until ff <= 0      
184     //                                            
185     while(true)                                   
186     {                                             
187       xm = x * 0.1;                               
188       ff = pt[0];                                 
189       for(i = 1; i <= n; ++i)                     
190       {                                           
191         ff = ff * xm + pt[i];                     
192       }                                           
193       if(ff <= 0.0)                               
194       {                                           
195         break;                                    
196       }                                           
197       x = xm;                                     
198     }                                             
199     dx = x;                                       
200                                                   
201     // Do Newton interation until x converges     
202     //                                            
203     while(std::fabs(dx / x) > 0.005)              
204     {                                             
205       ff = pt[0];                                 
206       df = ff;                                    
207       for(i = 1; i < n; ++i)                      
208       {                                           
209         ff = ff * x + pt[i];                      
210         df = df * x + ff;                         
211       }                                           
212       ff = ff * x + pt[n];                        
213       dx = ff / df;                               
214       x -= dx;                                    
215     }                                             
216     bnd = x;                                      
217                                                   
218     // Compute the derivative as the initial k    
219     // and do 5 steps with no shift.              
220     //                                            
221     nm1 = n - 1;                                  
222     for(i = 1; i < n; ++i)                        
223     {                                             
224       k[i] = (G4double)(n - i) * p[i] / (G4dou    
225     }                                             
226     k[0]  = p[0];                                 
227     aa    = p[n];                                 
228     bb    = p[n - 1];                             
229     zerok = static_cast<G4int>(k[n - 1] == 0);    
230     for(jj = 0; jj < 5; ++jj)                     
231     {                                             
232       cc = k[n - 1];                              
233       if(zerok == 0)  // Use a scaled form of     
234       {                                           
235         // Use a scaled form of recurrence if     
236         //                                        
237         t = -aa / cc;                             
238         for(i = 0; i < nm1; ++i)                  
239         {                                         
240           j    = n - i - 1;                       
241           k[j] = t * k[j - 1] + p[j];             
242         }                                         
243         k[0]  = p[0];                             
244         zerok =                                   
245           static_cast<G4int>(std::fabs(k[n - 1    
246       }                                           
247       else  // Use unscaled form of recurrence    
248       {                                           
249         for(i = 0; i < nm1; ++i)                  
250         {                                         
251           j    = n - i - 1;                       
252           k[j] = k[j - 1];                        
253         }                                         
254         k[0]  = 0.0;                              
255         zerok = static_cast<G4int>(!(k[n - 1]     
256       }                                           
257     }                                             
258                                                   
259     // Save k for restarts with new shifts.       
260     //                                            
261     for(i = 0; i < n; ++i)                        
262     {                                             
263       temp[i] = k[i];                             
264     }                                             
265                                                   
266     // Loop to select the quadratic correspond    
267     //                                            
268     for(cnt = 0; cnt < 20; ++cnt)                 
269     {                                             
270       // Quadratic corresponds to a double shi    
271       // non-real point and its complex conjug    
272       // has modulus bnd and amplitude rotated    
273       // from the previous shift.                 
274       //                                          
275       xxx = cosr * xo - sinr * yo;                
276       yo  = sinr * xo + cosr * yo;                
277       xo  = xxx;                                  
278       sr  = bnd * xo;                             
279       si  = bnd * yo;                             
280       u   = -2.0 * sr;                            
281       v   = bnd;                                  
282       ComputeFixedShiftPolynomial(20 * (cnt +     
283       if(nz != 0)                                 
284       {                                           
285         // The second stage jumps directly to     
286         // stage iterations and returns here i    
287         // Deflate the polynomial, store the z    
288         // return to the main algorithm.          
289         //                                        
290         j        = degr - n;                      
291         zeror[j] = szr;                           
292         zeroi[j] = szi;                           
293         n -= nz;                                  
294         for(i = 0; i <= n; ++i)                   
295         {                                         
296           p[i] = qp[i];                           
297         }                                         
298         if(nz != 1)                               
299         {                                         
300           zeror[j + 1] = lzr;                     
301           zeroi[j + 1] = lzi;                     
302         }                                         
303         break;                                    
304       }                                           
305                                                   
306       // If the iteration is unsuccessful anot    
307       // is chosen after restoring k.             
308       //                                          
309       for(i = 0; i < n; ++i)                      
310       {                                           
311         k[i] = temp[i];                           
312       }                                           
313                                                   
314     }                                             
315   } while(nz != 0);  // End of initial DO loop    
316                                                   
317   // Return with failure if no convergence wit    
318   //                                              
319   return degr - n;                                
320 }                                                 
321                                                   
322 void G4JTPolynomialSolver::ComputeFixedShiftPo    
323 {                                                 
324   // Computes up to L2 fixed shift k-polynomia    
325   // in the linear or quadratic case. Initiate    
326   // iterations and returns with the number of    
327                                                   
328   G4double svu = 0.0, svv = 0.0, ui = 0.0, vi     
329   G4double betas = 0.25, betav = 0.25, oss = s    
330            ts = 1.0, tv = 1.0;                    
331   G4double ots = 0.0, otv = 0.0;                  
332   G4double tvv = 1.0, tss = 1.0;                  
333   G4int type = 0, i = 0, j = 0, iflag = 0, vpa    
334         stry = 0;                                 
335                                                   
336   *nz = 0;                                        
337                                                   
338   // Evaluate polynomial by synthetic division    
339   //                                              
340   QuadraticSyntheticDivision(n, &u, &v, p, qp,    
341   ComputeScalarFactors(&type);                    
342   for(j = 0; j < l2; ++j)                         
343   {                                               
344     // Calculate next k polynomial and estimat    
345     //                                            
346     ComputeNextPolynomial(&type);                 
347     ComputeScalarFactors(&type);                  
348     ComputeNewEstimate(type, &ui, &vi);           
349     vv = vi;                                      
350                                                   
351     // Estimate xs.                               
352     //                                            
353     ss = 0.0;                                     
354     if(k[n - 1] != 0.0)                           
355     {                                             
356       ss = -p[n] / k[n - 1];                      
357     }                                             
358     tv = 1.0;                                     
359     ts = 1.0;                                     
360     if(j == 0 || type == 3)                       
361     {                                             
362       ovv = vv;                                   
363       oss = ss;                                   
364       otv = tv;                                   
365       ots = ts;                                   
366       continue;                                   
367     }                                             
368                                                   
369     // Compute relative measures of convergenc    
370     //                                            
371     if(vv != 0.0)                                 
372     {                                             
373       tv = std::fabs((vv - ovv) / vv);            
374     }                                             
375     if(ss != 0.0)                                 
376     {                                             
377       ts = std::fabs((ss - oss) / ss);            
378     }                                             
379                                                   
380     // If decreasing, multiply two most recent    
381     tvv = 1.0;                                    
382     if(tv < otv)                                  
383     {                                             
384       tvv = tv * otv;                             
385     }                                             
386     tss = 1.0;                                    
387     if(ts < ots)                                  
388     {                                             
389       tss = ts * ots;                             
390     }                                             
391                                                   
392     // Compare with convergence criteria.         
393     vpass = static_cast<G4int>(tvv < betav);      
394     spass = static_cast<G4int>(tss < betas);      
395     if(!((spass != 0) || (vpass != 0)))           
396     {                                             
397       ovv = vv;                                   
398       oss = ss;                                   
399       otv = tv;                                   
400       ots = ts;                                   
401       continue;                                   
402     }                                             
403                                                   
404     // At least one sequence has passed the co    
405     // Store variables before iterating.          
406     //                                            
407     svu = u;                                      
408     svv = v;                                      
409     for(i = 0; i < n; ++i)                        
410     {                                             
411       svk[i] = k[i];                              
412     }                                             
413     xs = ss;                                      
414                                                   
415     // Choose iteration according to the faste    
416     //                                            
417     vtry = 0;                                     
418     stry = 0;                                     
419     if(((spass != 0) && (vpass == 0)) || (tss     
420     {                                             
421       RealPolynomialIteration(&xs, nz, &iflag)    
422       if(*nz > 0)                                 
423       {                                           
424         return;                                   
425       }                                           
426                                                   
427       // Linear iteration has failed. Flag tha    
428       // tried and decrease the convergence cr    
429       //                                          
430       stry = 1;                                   
431       betas *= 0.25;                              
432       if(iflag == 0)                              
433       {                                           
434         goto _restore_variables;                  
435       }                                           
436                                                   
437       // If linear iteration signals an almost    
438       // zero attempt quadratic iteration.        
439       //                                          
440       ui = -(xs + xs);                            
441       vi = xs * xs;                               
442     }                                             
443                                                   
444   _quadratic_iteration:                           
445                                                   
446     do                                            
447     {                                             
448       QuadraticPolynomialIteration(&ui, &vi, n    
449       if(*nz > 0)                                 
450       {                                           
451         return;                                   
452       }                                           
453                                                   
454       // Quadratic iteration has failed. Flag     
455       // been tried and decrease the convergen    
456       //                                          
457       vtry = 1;                                   
458       betav *= 0.25;                              
459                                                   
460       // Try linear iteration if it has not be    
461       // the S sequence is converging.            
462       //                                          
463       if((stry != 0) || (spass == 0))             
464       {                                           
465         break;                                    
466       }                                           
467       for(i = 0; i < n; ++i)                      
468       {                                           
469         k[i] = svk[i];                            
470       }                                           
471       RealPolynomialIteration(&xs, nz, &iflag)    
472       if(*nz > 0)                                 
473       {                                           
474         return;                                   
475       }                                           
476                                                   
477       // Linear iteration has failed. Flag tha    
478       // tried and decrease the convergence cr    
479       //                                          
480       stry = 1;                                   
481       betas *= 0.25;                              
482       if(iflag == 0)                              
483       {                                           
484         break;                                    
485       }                                           
486                                                   
487       // If linear iteration signals an almost    
488       // zero attempt quadratic iteration.        
489       //                                          
490       ui = -(xs + xs);                            
491       vi = xs * xs;                               
492     } while(iflag != 0);                          
493                                                   
494     // Restore variables.                         
495                                                   
496   _restore_variables:                             
497                                                   
498     u = svu;                                      
499     v = svv;                                      
500     for(i = 0; i < n; ++i)                        
501     {                                             
502       k[i] = svk[i];                              
503     }                                             
504                                                   
505     // Try quadratic iteration if it has not b    
506     // and the V sequence is converging.          
507     //                                            
508     if((vpass != 0) && (vtry == 0))               
509     {                                             
510       goto _quadratic_iteration;                  
511     }                                             
512                                                   
513     // Recompute QP and scalar values to conti    
514     // second stage.                              
515     //                                            
516     QuadraticSyntheticDivision(n, &u, &v, p, q    
517     ComputeScalarFactors(&type);                  
518                                                   
519     ovv = vv;                                     
520     oss = ss;                                     
521     otv = tv;                                     
522     ots = ts;                                     
523   }                                               
524 }                                                 
525                                                   
526 void G4JTPolynomialSolver::QuadraticPolynomial    
527                                                   
528 {                                                 
529   // Variable-shift k-polynomial iteration for    
530   // quadratic factor converges only if the ze    
531   // equimodular or nearly so.                    
532   // uu, vv - coefficients of starting quadrat    
533   // nz - number of zeros found.                  
534   //                                              
535   G4double ui = 0.0, vi = 0.0;                    
536   G4double omp    = 0.0;                          
537   G4double relstp = 0.0;                          
538   G4double mp = 0.0, ee = 0.0, t = 0.0, zm = 0    
539   G4int type = 0, i = 1, j = 0, tried = 0;        
540                                                   
541   *nz   = 0;                                      
542   tried = 0;                                      
543   u     = *uu;                                    
544   v     = *vv;                                    
545                                                   
546   // Main loop.                                   
547                                                   
548   while(true)                                     
549   {                                               
550     Quadratic(1.0, u, v, &szr, &szi, &lzr, &lz    
551                                                   
552     // Return if roots of the quadratic are re    
553     // close to multiple or nearly equal and o    
554     // sign.                                      
555     //                                            
556     if(std::fabs(std::fabs(szr) - std::fabs(lz    
557     {                                             
558       return;                                     
559     }                                             
560                                                   
561     // Evaluate polynomial by quadratic synthe    
562     //                                            
563     QuadraticSyntheticDivision(n, &u, &v, p, q    
564     mp = std::fabs(a - szr * b) + std::fabs(sz    
565                                                   
566     // Compute a rigorous bound on the roundin    
567     //                                            
568     zm = std::sqrt(std::fabs(v));                 
569     ee = 2.0 * std::fabs(qp[0]);                  
570     t  = -szr * b;                                
571     for(i = 1; i < n; ++i)                        
572     {                                             
573       ee = ee * zm + std::fabs(qp[i]);            
574     }                                             
575     ee = ee * zm + std::fabs(a + t);              
576     ee *= (5.0 * mre + 4.0 * are);                
577     ee = ee - (5.0 * mre + 2.0 * are) * (std::    
578          2.0 * are * std::fabs(t);                
579                                                   
580     // Iteration has converged sufficiently if    
581     // polynomial value is less than 20 times     
582     //                                            
583     if(mp <= 20.0 * ee)                           
584     {                                             
585       *nz = 2;                                    
586       return;                                     
587     }                                             
588     j++;                                          
589                                                   
590     // Stop iteration after 20 steps.             
591     //                                            
592     if(j > 20)                                    
593     {                                             
594       return;                                     
595     }                                             
596     if(j >= 2)                                    
597     {                                             
598       if(!(relstp > 0.01 || mp < omp || (tried    
599       {                                           
600         // A cluster appears to be stalling th    
601         // Five fixed shift steps are taken wi    
602         //                                        
603         if(relstp < eta)                          
604         {                                         
605           relstp = eta;                           
606         }                                         
607         relstp = std::sqrt(relstp);               
608         u      = u - u * relstp;                  
609         v      = v + v * relstp;                  
610         QuadraticSyntheticDivision(n, &u, &v,     
611         for(i = 0; i < 5; ++i)                    
612         {                                         
613           ComputeScalarFactors(&type);            
614           ComputeNextPolynomial(&type);           
615         }                                         
616         tried = 1;                                
617         j     = 0;                                
618       }                                           
619     }                                             
620     omp = mp;                                     
621                                                   
622     // Calculate next k polynomial and new u a    
623     //                                            
624     ComputeScalarFactors(&type);                  
625     ComputeNextPolynomial(&type);                 
626     ComputeScalarFactors(&type);                  
627     ComputeNewEstimate(type, &ui, &vi);           
628                                                   
629     // If vi is zero the iteration is not conv    
630     //                                            
631     if(!(vi != 0.0))                              
632     {                                             
633       return;                                     
634     }                                             
635     relstp = std::fabs((vi - v) / vi);            
636     u      = ui;                                  
637     v      = vi;                                  
638   }                                               
639 }                                                 
640                                                   
641 void G4JTPolynomialSolver::RealPolynomialItera    
642                                                   
643 {                                                 
644   // Variable-shift H polynomial iteration for    
645   // sss - starting iterate                       
646   // nz  - number of zeros found                  
647   // iflag - flag to indicate a pair of zeros     
648                                                   
649   G4double t   = 0.;                              
650   G4double omp = 0.;                              
651   G4double pv = 0.0, kv = 0.0, xs = *sss;         
652   G4double mx = 0.0, mp = 0.0, ee = 0.0;          
653   G4int i = 1, j = 0;                             
654                                                   
655   *nz    = 0;                                     
656   *iflag = 0;                                     
657                                                   
658   // Main loop                                    
659   //                                              
660   while(true)                                     
661   {                                               
662     pv = p[0];                                    
663                                                   
664     // Evaluate p at xs.                          
665     //                                            
666     qp[0] = pv;                                   
667     for(i = 1; i <= n; ++i)                       
668     {                                             
669       pv    = pv * xs + p[i];                     
670       qp[i] = pv;                                 
671     }                                             
672     mp = std::fabs(pv);                           
673                                                   
674     // Compute a rigorous bound on the error i    
675     //                                            
676     mx = std::fabs(xs);                           
677     ee = (mre / (are + mre)) * std::fabs(qp[0]    
678     for(i = 1; i <= n; ++i)                       
679     {                                             
680       ee = ee * mx + std::fabs(qp[i]);            
681     }                                             
682                                                   
683     // Iteration has converged sufficiently if    
684     // value is less than 20 times this bound.    
685     //                                            
686     if(mp <= 20.0 * ((are + mre) * ee - mre *     
687     {                                             
688       *nz = 1;                                    
689       szr = xs;                                   
690       szi = 0.0;                                  
691       return;                                     
692     }                                             
693     j++;                                          
694                                                   
695     // Stop iteration after 10 steps.             
696     //                                            
697     if(j > 10)                                    
698     {                                             
699       return;                                     
700     }                                             
701     if(j >= 2)                                    
702     {                                             
703       if(!(std::fabs(t) > 0.001 * std::fabs(xs    
704       {                                           
705         // A cluster of zeros near the real ax    
706         // Return with iflag set to initiate a    
707         //                                        
708         *iflag = 1;                               
709         *sss   = xs;                              
710         return;                                   
711       }  // Return if the polynomial value has    
712     }                                             
713                                                   
714     omp = mp;                                     
715                                                   
716     //  Compute t, the next polynomial, and th    
717     //                                            
718     kv    = k[0];                                 
719     qk[0] = kv;                                   
720     for(i = 1; i < n; ++i)                        
721     {                                             
722       kv    = kv * xs + k[i];                     
723       qk[i] = kv;                                 
724     }                                             
725     if(std::fabs(kv) <= std::fabs(k[n - 1]) *     
726     {                                             
727       k[0] = 0.0;                                 
728       for(i = 1; i < n; ++i)                      
729       {                                           
730         k[i] = qk[i - 1];                         
731       }                                           
732     }                                             
733     else  // Use the scaled form of the recurr    
734     {                                             
735       t    = -pv / kv;                            
736       k[0] = qp[0];                               
737       for(i = 1; i < n; ++i)                      
738       {                                           
739         k[i] = t * qk[i - 1] + qp[i];             
740       }                                           
741     }                                             
742     kv = k[0];                                    
743     for(i = 1; i < n; ++i)                        
744     {                                             
745       kv = kv * xs + k[i];                        
746     }                                             
747     t = 0.0;                                      
748     if(std::fabs(kv) > std::fabs(k[n - 1] * 10    
749     {                                             
750       t = -pv / kv;                               
751     }                                             
752     xs += t;                                      
753   }                                               
754 }                                                 
755                                                   
756 void G4JTPolynomialSolver::ComputeScalarFactor    
757 {                                                 
758   // This function calculates scalar quantitie    
759   // compute the next k polynomial and new est    
760   // the quadratic coefficients.                  
761   // type - integer variable set here indicati    
762   // calculations are normalized to avoid over    
763                                                   
764   //  Synthetic division of k by the quadratic    
765   //                                              
766   QuadraticSyntheticDivision(n - 1, &u, &v, k,    
767   if(std::fabs(c) <= std::fabs(k[n - 1] * 100.    
768   {                                               
769     if(std::fabs(d) <= std::fabs(k[n - 2] * 10    
770     {                                             
771       *type = 3;  // Type=3 indicates the quad    
772       return;                                     
773     }                                             
774   }                                               
775                                                   
776   if(std::fabs(d) < std::fabs(c))                 
777   {                                               
778     *type = 1;  // Type=1 indicates that all f    
779     e     = a / c;                                
780     f     = d / c;                                
781     g     = u * e;                                
782     h     = v * b;                                
783     a3    = a * e + (h / c + g) * b;              
784     a1    = b - a * (d / c);                      
785     a7    = a + g * d + h * f;                    
786     return;                                       
787   }                                               
788   *type = 2;  // Type=2 indicates that all for    
789   e     = a / d;                                  
790   f     = c / d;                                  
791   g     = u * b;                                  
792   h     = v * b;                                  
793   a3    = (a + g) * e + h * (b / d);              
794   a1    = b * f - a;                              
795   a7    = (f + u) * a + h;                        
796 }                                                 
797                                                   
798 void G4JTPolynomialSolver::ComputeNextPolynomi    
799 {                                                 
800   // Computes the next k polynomials using sca    
801   // computed in ComputeScalarFactors.            
802                                                   
803   G4int i = 2;                                    
804                                                   
805   if(*type == 3)  // Use unscaled form of the     
806   {                                               
807     k[0] = 0.0;                                   
808     k[1] = 0.0;                                   
809     for(i = 2; i < n; ++i)                        
810     {                                             
811       k[i] = qk[i - 2];                           
812     }                                             
813     return;                                       
814   }                                               
815   G4double temp = a;                              
816   if(*type == 1)                                  
817   {                                               
818     temp = b;                                     
819   }                                               
820   if(std::fabs(a1) <= std::fabs(temp) * eta *     
821   {                                               
822     // If a1 is nearly zero then use a special    
823     //                                            
824     k[0] = 0.0;                                   
825     k[1] = -a7 * qp[0];                           
826     for(i = 2; i < n; ++i)                        
827     {                                             
828       k[i] = a3 * qk[i - 2] - a7 * qp[i - 1];     
829     }                                             
830     return;                                       
831   }                                               
832                                                   
833   // Use scaled form of the recurrence.           
834   //                                              
835   a7 /= a1;                                       
836   a3 /= a1;                                       
837   k[0] = qp[0];                                   
838   k[1] = qp[1] - a7 * qp[0];                      
839   for(i = 2; i < n; ++i)                          
840   {                                               
841     k[i] = a3 * qk[i - 2] - a7 * qp[i - 1] + q    
842   }                                               
843 }                                                 
844                                                   
845 void G4JTPolynomialSolver::ComputeNewEstimate(    
846                                                   
847 {                                                 
848   // Compute new estimates of the quadratic co    
849   // using the scalars computed in calcsc.        
850                                                   
851   G4double a4 = 0.0, a5 = 0.0, b1 = 0.0, b2 =     
852            c4 = 0.0, temp = 0.0;                  
853                                                   
854   // Use formulas appropriate to setting of ty    
855   //                                              
856   if(type == 3)  //  If type=3 the quadratic i    
857   {                                               
858     *uu = 0.0;                                    
859     *vv = 0.0;                                    
860     return;                                       
861   }                                               
862   if(type == 2)                                   
863   {                                               
864     a4 = (a + g) * f + h;                         
865     a5 = (f + u) * c + v * d;                     
866   }                                               
867   else                                            
868   {                                               
869     a4 = a + u * b + h * f;                       
870     a5 = c + (u + v * f) * d;                     
871   }                                               
872                                                   
873   //  Evaluate new quadratic coefficients.        
874   //                                              
875   b1   = -k[n - 1] / p[n];                        
876   b2   = -(k[n - 2] + b1 * p[n - 1]) / p[n];      
877   c1   = v * b2 * a1;                             
878   c2   = b1 * a7;                                 
879   c3   = b1 * b1 * a3;                            
880   c4   = c1 - c2 - c3;                            
881   temp = a5 + b1 * a4 - c4;                       
882   if(!(temp != 0.0))                              
883   {                                               
884     *uu = 0.0;                                    
885     *vv = 0.0;                                    
886     return;                                       
887   }                                               
888   *uu = u - (u * (c3 + c2) + v * (b1 * a1 + b2    
889   *vv = v * (1.0 + c4 / temp);                    
890   return;                                         
891 }                                                 
892                                                   
893 void G4JTPolynomialSolver::QuadraticSyntheticD    
894   G4int nn, G4double* uu, G4double* vv, std::v    
895   std::vector<G4double>& qq, G4double* aa, G4d    
896 {                                                 
897   // Divides pp by the quadratic 1,uu,vv placi    
898   // in qq and the remainder in aa,bb.            
899                                                   
900   G4double cc = 0.0;                              
901   *bb         = pp[0];                            
902   qq[0]       = *bb;                              
903   *aa         = pp[1] - (*bb) * (*uu);            
904   qq[1]       = *aa;                              
905   for(G4int i = 2; i <= nn; ++i)                  
906   {                                               
907     cc    = pp[i] - (*aa) * (*uu) - (*bb) * (*    
908     qq[i] = cc;                                   
909     *bb   = *aa;                                  
910     *aa   = cc;                                   
911   }                                               
912 }                                                 
913                                                   
914 void G4JTPolynomialSolver::Quadratic(G4double     
915                                      G4double*    
916                                      G4double*    
917 {                                                 
918   // Calculate the zeros of the quadratic aa*z    
919   // The quadratic formula, modified to avoid     
920   // to find the larger zero if the zeros are     
921   // are complex. The smaller real zero is fou    
922   // the product of the zeros c/a.                
923                                                   
924   G4double bb = 0.0, dd = 0.0, ee = 0.0;          
925                                                   
926   if(!(aa != 0.0))  // less than two roots        
927   {                                               
928     if(b1 != 0.0)                                 
929     {                                             
930       *ssr = -cc / b1;                            
931     }                                             
932     else                                          
933     {                                             
934       *ssr = 0.0;                                 
935     }                                             
936     *lr  = 0.0;                                   
937     *ssi = 0.0;                                   
938     *li  = 0.0;                                   
939     return;                                       
940   }                                               
941   if(!(cc != 0.0))  // one real root, one zero    
942   {                                               
943     *ssr = 0.0;                                   
944     *lr  = -b1 / aa;                              
945     *ssi = 0.0;                                   
946     *li  = 0.0;                                   
947     return;                                       
948   }                                               
949                                                   
950   // Compute discriminant avoiding overflow.      
951   //                                              
952   bb = b1 / 2.0;                                  
953   if(std::fabs(bb) < std::fabs(cc))               
954   {                                               
955     if(cc < 0.0)                                  
956     {                                             
957       ee = -aa;                                   
958     }                                             
959     else                                          
960     {                                             
961       ee = aa;                                    
962     }                                             
963     ee = bb * (bb / std::fabs(cc)) - ee;          
964     dd = std::sqrt(std::fabs(ee)) * std::sqrt(    
965   }                                               
966   else                                            
967   {                                               
968     ee = 1.0 - (aa / bb) * (cc / bb);             
969     dd = std::sqrt(std::fabs(ee)) * std::fabs(    
970   }                                               
971   if(ee < 0.0)  // complex conjugate zeros        
972   {                                               
973     *ssr = -bb / aa;                              
974     *lr  = *ssr;                                  
975     *ssi = std::fabs(dd / aa);                    
976     *li  = -(*ssi);                               
977   }                                               
978   else                                            
979   {                                               
980     if(bb >= 0.0)  // real zeros.                 
981     {                                             
982       dd = -dd;                                   
983     }                                             
984     *lr  = (-bb + dd) / aa;                       
985     *ssr = 0.0;                                   
986     if(*lr != 0.0)                                
987     {                                             
988       *ssr = (cc / *lr) / aa;                     
989     }                                             
990     *ssi = 0.0;                                   
991     *li  = 0.0;                                   
992   }                                               
993 }                                                 
994