| [357fba] | 1 | /* | 
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|  | 2 | * TesselationHelpers.cpp | 
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|  | 3 | * | 
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|  | 4 | *  Created on: Aug 3, 2009 | 
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|  | 5 | *      Author: heber | 
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|  | 6 | */ | 
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|  | 7 |  | 
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|  | 8 | #include "tesselationhelpers.hpp" | 
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|  | 9 |  | 
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| [f1cccd] | 10 | double DetGet(gsl_matrix *A, int inPlace) { | 
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| [357fba] | 11 | /* | 
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|  | 12 | inPlace = 1 => A is replaced with the LU decomposed copy. | 
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|  | 13 | inPlace = 0 => A is retained, and a copy is used for LU. | 
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|  | 14 | */ | 
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|  | 15 |  | 
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|  | 16 | double det; | 
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|  | 17 | int signum; | 
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|  | 18 | gsl_permutation *p = gsl_permutation_alloc(A->size1); | 
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|  | 19 | gsl_matrix *tmpA; | 
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|  | 20 |  | 
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|  | 21 | if (inPlace) | 
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|  | 22 | tmpA = A; | 
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|  | 23 | else { | 
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|  | 24 | gsl_matrix *tmpA = gsl_matrix_alloc(A->size1, A->size2); | 
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|  | 25 | gsl_matrix_memcpy(tmpA , A); | 
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|  | 26 | } | 
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|  | 27 |  | 
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|  | 28 |  | 
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|  | 29 | gsl_linalg_LU_decomp(tmpA , p , &signum); | 
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|  | 30 | det = gsl_linalg_LU_det(tmpA , signum); | 
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|  | 31 | gsl_permutation_free(p); | 
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|  | 32 | if (! inPlace) | 
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|  | 33 | gsl_matrix_free(tmpA); | 
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|  | 34 |  | 
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|  | 35 | return det; | 
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|  | 36 | }; | 
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|  | 37 |  | 
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| [f1cccd] | 38 | void GetSphere(Vector *center, Vector &a, Vector &b, Vector &c, double RADIUS) | 
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| [357fba] | 39 | { | 
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|  | 40 | gsl_matrix *A = gsl_matrix_calloc(3,3); | 
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|  | 41 | double m11, m12, m13, m14; | 
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|  | 42 |  | 
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|  | 43 | for(int i=0;i<3;i++) { | 
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|  | 44 | gsl_matrix_set(A, i, 0, a.x[i]); | 
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|  | 45 | gsl_matrix_set(A, i, 1, b.x[i]); | 
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|  | 46 | gsl_matrix_set(A, i, 2, c.x[i]); | 
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|  | 47 | } | 
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| [f1cccd] | 48 | m11 = DetGet(A, 1); | 
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| [357fba] | 49 |  | 
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|  | 50 | for(int i=0;i<3;i++) { | 
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|  | 51 | gsl_matrix_set(A, i, 0, a.x[i]*a.x[i] + b.x[i]*b.x[i] + c.x[i]*c.x[i]); | 
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|  | 52 | gsl_matrix_set(A, i, 1, b.x[i]); | 
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|  | 53 | gsl_matrix_set(A, i, 2, c.x[i]); | 
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|  | 54 | } | 
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| [f1cccd] | 55 | m12 = DetGet(A, 1); | 
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| [357fba] | 56 |  | 
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|  | 57 | for(int i=0;i<3;i++) { | 
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|  | 58 | gsl_matrix_set(A, i, 0, a.x[i]*a.x[i] + b.x[i]*b.x[i] + c.x[i]*c.x[i]); | 
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|  | 59 | gsl_matrix_set(A, i, 1, a.x[i]); | 
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|  | 60 | gsl_matrix_set(A, i, 2, c.x[i]); | 
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|  | 61 | } | 
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| [f1cccd] | 62 | m13 = DetGet(A, 1); | 
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| [357fba] | 63 |  | 
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|  | 64 | for(int i=0;i<3;i++) { | 
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|  | 65 | gsl_matrix_set(A, i, 0, a.x[i]*a.x[i] + b.x[i]*b.x[i] + c.x[i]*c.x[i]); | 
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|  | 66 | gsl_matrix_set(A, i, 1, a.x[i]); | 
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|  | 67 | gsl_matrix_set(A, i, 2, b.x[i]); | 
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|  | 68 | } | 
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| [f1cccd] | 69 | m14 = DetGet(A, 1); | 
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| [357fba] | 70 |  | 
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|  | 71 | if (fabs(m11) < MYEPSILON) | 
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|  | 72 | cerr << "ERROR: three points are colinear." << endl; | 
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|  | 73 |  | 
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|  | 74 | center->x[0] =  0.5 * m12/ m11; | 
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|  | 75 | center->x[1] = -0.5 * m13/ m11; | 
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|  | 76 | center->x[2] =  0.5 * m14/ m11; | 
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|  | 77 |  | 
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|  | 78 | if (fabs(a.Distance(center) - RADIUS) > MYEPSILON) | 
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|  | 79 | cerr << "ERROR: The given center is further way by " << fabs(a.Distance(center) - RADIUS) << " from a than RADIUS." << endl; | 
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|  | 80 |  | 
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|  | 81 | gsl_matrix_free(A); | 
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|  | 82 | }; | 
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|  | 83 |  | 
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|  | 84 |  | 
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|  | 85 |  | 
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|  | 86 | /** | 
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|  | 87 | * Function returns center of sphere with RADIUS, which rests on points a, b, c | 
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|  | 88 | * @param Center this vector will be used for return | 
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|  | 89 | * @param a vector first point of triangle | 
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|  | 90 | * @param b vector second point of triangle | 
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|  | 91 | * @param c vector third point of triangle | 
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|  | 92 | * @param *Umkreismittelpunkt new cneter point of circumference | 
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|  | 93 | * @param Direction vector indicates up/down | 
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|  | 94 | * @param AlternativeDirection vecotr, needed in case the triangles have 90 deg angle | 
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|  | 95 | * @param Halfplaneindicator double indicates whether Direction is up or down | 
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|  | 96 | * @param AlternativeIndicator doube indicates in case of orthogonal triangles which direction of AlternativeDirection is suitable | 
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|  | 97 | * @param alpha double angle at a | 
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|  | 98 | * @param beta double, angle at b | 
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|  | 99 | * @param gamma, double, angle at c | 
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|  | 100 | * @param Radius, double | 
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|  | 101 | * @param Umkreisradius double radius of circumscribing circle | 
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|  | 102 | */ | 
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| [f1cccd] | 103 | void GetCenterOfSphere(Vector* Center, Vector a, Vector b, Vector c, Vector *NewUmkreismittelpunkt, Vector* Direction, Vector* AlternativeDirection, | 
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| [357fba] | 104 | double HalfplaneIndicator, double AlternativeIndicator, double alpha, double beta, double gamma, double RADIUS, double Umkreisradius) | 
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|  | 105 | { | 
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|  | 106 | Vector TempNormal, helper; | 
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|  | 107 | double Restradius; | 
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|  | 108 | Vector OtherCenter; | 
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| [f1cccd] | 109 | cout << Verbose(3) << "Begin of GetCenterOfSphere.\n"; | 
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| [357fba] | 110 | Center->Zero(); | 
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|  | 111 | helper.CopyVector(&a); | 
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|  | 112 | helper.Scale(sin(2.*alpha)); | 
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|  | 113 | Center->AddVector(&helper); | 
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|  | 114 | helper.CopyVector(&b); | 
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|  | 115 | helper.Scale(sin(2.*beta)); | 
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|  | 116 | Center->AddVector(&helper); | 
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|  | 117 | helper.CopyVector(&c); | 
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|  | 118 | helper.Scale(sin(2.*gamma)); | 
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|  | 119 | Center->AddVector(&helper); | 
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|  | 120 | //*Center = a * sin(2.*alpha) + b * sin(2.*beta) + c * sin(2.*gamma) ; | 
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|  | 121 | Center->Scale(1./(sin(2.*alpha) + sin(2.*beta) + sin(2.*gamma))); | 
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|  | 122 | NewUmkreismittelpunkt->CopyVector(Center); | 
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|  | 123 | cout << Verbose(4) << "Center of new circumference is " << *NewUmkreismittelpunkt << ".\n"; | 
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|  | 124 | // Here we calculated center of circumscribing circle, using barycentric coordinates | 
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|  | 125 | cout << Verbose(4) << "Center of circumference is " << *Center << " in direction " << *Direction << ".\n"; | 
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|  | 126 |  | 
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|  | 127 | TempNormal.CopyVector(&a); | 
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|  | 128 | TempNormal.SubtractVector(&b); | 
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|  | 129 | helper.CopyVector(&a); | 
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|  | 130 | helper.SubtractVector(&c); | 
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|  | 131 | TempNormal.VectorProduct(&helper); | 
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|  | 132 | if (fabs(HalfplaneIndicator) < MYEPSILON) | 
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|  | 133 | { | 
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|  | 134 | if ((TempNormal.ScalarProduct(AlternativeDirection) <0 and AlternativeIndicator >0) or (TempNormal.ScalarProduct(AlternativeDirection) >0 and AlternativeIndicator <0)) | 
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|  | 135 | { | 
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|  | 136 | TempNormal.Scale(-1); | 
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|  | 137 | } | 
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|  | 138 | } | 
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|  | 139 | else | 
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|  | 140 | { | 
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|  | 141 | if (TempNormal.ScalarProduct(Direction)<0 && HalfplaneIndicator >0 || TempNormal.ScalarProduct(Direction)>0 && HalfplaneIndicator<0) | 
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|  | 142 | { | 
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|  | 143 | TempNormal.Scale(-1); | 
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|  | 144 | } | 
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|  | 145 | } | 
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|  | 146 |  | 
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|  | 147 | TempNormal.Normalize(); | 
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|  | 148 | Restradius = sqrt(RADIUS*RADIUS - Umkreisradius*Umkreisradius); | 
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|  | 149 | cout << Verbose(4) << "Height of center of circumference to center of sphere is " << Restradius << ".\n"; | 
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|  | 150 | TempNormal.Scale(Restradius); | 
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|  | 151 | cout << Verbose(4) << "Shift vector to sphere of circumference is " << TempNormal << ".\n"; | 
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|  | 152 |  | 
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|  | 153 | Center->AddVector(&TempNormal); | 
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|  | 154 | cout << Verbose(0) << "Center of sphere of circumference is " << *Center << ".\n"; | 
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| [f1cccd] | 155 | GetSphere(&OtherCenter, a, b, c, RADIUS); | 
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| [357fba] | 156 | cout << Verbose(0) << "OtherCenter of sphere of circumference is " << OtherCenter << ".\n"; | 
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| [f1cccd] | 157 | cout << Verbose(3) << "End of GetCenterOfSphere.\n"; | 
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| [357fba] | 158 | }; | 
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|  | 159 |  | 
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|  | 160 |  | 
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|  | 161 | /** Constructs the center of the circumcircle defined by three points \a *a, \a *b and \a *c. | 
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|  | 162 | * \param *Center new center on return | 
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|  | 163 | * \param *a first point | 
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|  | 164 | * \param *b second point | 
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|  | 165 | * \param *c third point | 
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|  | 166 | */ | 
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|  | 167 | void GetCenterofCircumcircle(Vector *Center, Vector *a, Vector *b, Vector *c) | 
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|  | 168 | { | 
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|  | 169 | Vector helper; | 
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|  | 170 | double alpha, beta, gamma; | 
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|  | 171 | Vector SideA, SideB, SideC; | 
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|  | 172 | SideA.CopyVector(b); | 
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|  | 173 | SideA.SubtractVector(c); | 
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|  | 174 | SideB.CopyVector(c); | 
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|  | 175 | SideB.SubtractVector(a); | 
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|  | 176 | SideC.CopyVector(a); | 
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|  | 177 | SideC.SubtractVector(b); | 
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|  | 178 | alpha = M_PI - SideB.Angle(&SideC); | 
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|  | 179 | beta = M_PI - SideC.Angle(&SideA); | 
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|  | 180 | gamma = M_PI - SideA.Angle(&SideB); | 
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|  | 181 | //cout << Verbose(3) << "INFO: alpha = " << alpha/M_PI*180. << ", beta = " << beta/M_PI*180. << ", gamma = " << gamma/M_PI*180. << "." << endl; | 
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|  | 182 | if (fabs(M_PI - alpha - beta - gamma) > HULLEPSILON) | 
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|  | 183 | cerr << "GetCenterofCircumcircle: Sum of angles " << (alpha+beta+gamma)/M_PI*180. << " > 180 degrees by " << fabs(M_PI - alpha - beta - gamma)/M_PI*180. << "!" << endl; | 
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|  | 184 |  | 
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|  | 185 | Center->Zero(); | 
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|  | 186 | helper.CopyVector(a); | 
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|  | 187 | helper.Scale(sin(2.*alpha)); | 
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|  | 188 | Center->AddVector(&helper); | 
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|  | 189 | helper.CopyVector(b); | 
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|  | 190 | helper.Scale(sin(2.*beta)); | 
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|  | 191 | Center->AddVector(&helper); | 
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|  | 192 | helper.CopyVector(c); | 
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|  | 193 | helper.Scale(sin(2.*gamma)); | 
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|  | 194 | Center->AddVector(&helper); | 
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|  | 195 | Center->Scale(1./(sin(2.*alpha) + sin(2.*beta) + sin(2.*gamma))); | 
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|  | 196 | }; | 
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|  | 197 |  | 
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|  | 198 | /** Returns the parameter "path length" for a given \a NewSphereCenter relative to \a OldSphereCenter on a circle on the plane \a CirclePlaneNormal with center \a CircleCenter and radius \a CircleRadius. | 
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|  | 199 | * Test whether the \a NewSphereCenter is really on the given plane and in distance \a CircleRadius from \a CircleCenter. | 
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|  | 200 | * It calculates the angle, making it unique on [0,2.*M_PI) by comparing to SearchDirection. | 
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|  | 201 | * Also the new center is invalid if it the same as the old one and does not lie right above (\a NormalVector) the base line (\a CircleCenter). | 
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|  | 202 | * \param CircleCenter Center of the parameter circle | 
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|  | 203 | * \param CirclePlaneNormal normal vector to plane of the parameter circle | 
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|  | 204 | * \param CircleRadius radius of the parameter circle | 
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|  | 205 | * \param NewSphereCenter new center of a circumcircle | 
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|  | 206 | * \param OldSphereCenter old center of a circumcircle, defining the zero "path length" on the parameter circle | 
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|  | 207 | * \param NormalVector normal vector | 
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|  | 208 | * \param SearchDirection search direction to make angle unique on return. | 
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|  | 209 | * \return Angle between \a NewSphereCenter and \a OldSphereCenter relative to \a CircleCenter, 2.*M_PI if one test fails | 
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|  | 210 | */ | 
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|  | 211 | double GetPathLengthonCircumCircle(Vector &CircleCenter, Vector &CirclePlaneNormal, double CircleRadius, Vector &NewSphereCenter, Vector &OldSphereCenter, Vector &NormalVector, Vector &SearchDirection) | 
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|  | 212 | { | 
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|  | 213 | Vector helper; | 
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|  | 214 | double radius, alpha; | 
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|  | 215 |  | 
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|  | 216 | helper.CopyVector(&NewSphereCenter); | 
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|  | 217 | // test whether new center is on the parameter circle's plane | 
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|  | 218 | if (fabs(helper.ScalarProduct(&CirclePlaneNormal)) > HULLEPSILON) { | 
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|  | 219 | cerr << "ERROR: Something's very wrong here: NewSphereCenter is not on the band's plane as desired by " <<fabs(helper.ScalarProduct(&CirclePlaneNormal))  << "!" << endl; | 
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|  | 220 | helper.ProjectOntoPlane(&CirclePlaneNormal); | 
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|  | 221 | } | 
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|  | 222 | radius = helper.ScalarProduct(&helper); | 
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|  | 223 | // test whether the new center vector has length of CircleRadius | 
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|  | 224 | if (fabs(radius - CircleRadius) > HULLEPSILON) | 
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|  | 225 | cerr << Verbose(1) << "ERROR: The projected center of the new sphere has radius " << radius << " instead of " << CircleRadius << "." << endl; | 
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|  | 226 | alpha = helper.Angle(&OldSphereCenter); | 
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|  | 227 | // make the angle unique by checking the halfplanes/search direction | 
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|  | 228 | if (helper.ScalarProduct(&SearchDirection) < -HULLEPSILON)  // acos is not unique on [0, 2.*M_PI), hence extra check to decide between two half intervals | 
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|  | 229 | alpha = 2.*M_PI - alpha; | 
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|  | 230 | //cout << Verbose(2) << "INFO: RelativeNewSphereCenter is " << helper << ", RelativeOldSphereCenter is " << OldSphereCenter << " and resulting angle is " << alpha << "." << endl; | 
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|  | 231 | radius = helper.Distance(&OldSphereCenter); | 
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|  | 232 | helper.ProjectOntoPlane(&NormalVector); | 
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|  | 233 | // check whether new center is somewhat away or at least right over the current baseline to prevent intersecting triangles | 
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|  | 234 | if ((radius > HULLEPSILON) || (helper.Norm() < HULLEPSILON)) { | 
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|  | 235 | //cout << Verbose(2) << "INFO: Distance between old and new center is " << radius << " and between new center and baseline center is " << helper.Norm() << "." << endl; | 
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|  | 236 | return alpha; | 
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|  | 237 | } else { | 
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|  | 238 | //cout << Verbose(1) << "INFO: NewSphereCenter " << helper << " is too close to OldSphereCenter" << OldSphereCenter << "." << endl; | 
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|  | 239 | return 2.*M_PI; | 
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|  | 240 | } | 
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|  | 241 | }; | 
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|  | 242 |  | 
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|  | 243 | struct Intersection { | 
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|  | 244 | Vector x1; | 
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|  | 245 | Vector x2; | 
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|  | 246 | Vector x3; | 
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|  | 247 | Vector x4; | 
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|  | 248 | }; | 
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|  | 249 |  | 
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|  | 250 | /** | 
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|  | 251 | * Intersection calculation function. | 
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|  | 252 | * | 
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|  | 253 | * @param x to find the result for | 
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|  | 254 | * @param function parameter | 
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|  | 255 | */ | 
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|  | 256 | double MinIntersectDistance(const gsl_vector * x, void *params) | 
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|  | 257 | { | 
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|  | 258 | double retval = 0; | 
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|  | 259 | struct Intersection *I = (struct Intersection *)params; | 
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|  | 260 | Vector intersection; | 
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|  | 261 | Vector SideA,SideB,HeightA, HeightB; | 
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|  | 262 | for (int i=0;i<NDIM;i++) | 
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|  | 263 | intersection.x[i] = gsl_vector_get(x, i); | 
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|  | 264 |  | 
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|  | 265 | SideA.CopyVector(&(I->x1)); | 
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|  | 266 | SideA.SubtractVector(&I->x2); | 
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|  | 267 | HeightA.CopyVector(&intersection); | 
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|  | 268 | HeightA.SubtractVector(&I->x1); | 
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|  | 269 | HeightA.ProjectOntoPlane(&SideA); | 
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|  | 270 |  | 
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|  | 271 | SideB.CopyVector(&I->x3); | 
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|  | 272 | SideB.SubtractVector(&I->x4); | 
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|  | 273 | HeightB.CopyVector(&intersection); | 
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|  | 274 | HeightB.SubtractVector(&I->x3); | 
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|  | 275 | HeightB.ProjectOntoPlane(&SideB); | 
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|  | 276 |  | 
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|  | 277 | retval = HeightA.ScalarProduct(&HeightA) + HeightB.ScalarProduct(&HeightB); | 
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|  | 278 | //cout << Verbose(2) << "MinIntersectDistance called, result: " << retval << endl; | 
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|  | 279 |  | 
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|  | 280 | return retval; | 
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|  | 281 | }; | 
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|  | 282 |  | 
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|  | 283 |  | 
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|  | 284 | /** | 
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|  | 285 | * Calculates whether there is an intersection between two lines. The first line | 
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|  | 286 | * always goes through point 1 and point 2 and the second line is given by the | 
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|  | 287 | * connection between point 4 and point 5. | 
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|  | 288 | * | 
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|  | 289 | * @param point 1 of line 1 | 
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|  | 290 | * @param point 2 of line 1 | 
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|  | 291 | * @param point 1 of line 2 | 
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|  | 292 | * @param point 2 of line 2 | 
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|  | 293 | * | 
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|  | 294 | * @return true if there is an intersection between the given lines, false otherwise | 
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|  | 295 | */ | 
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|  | 296 | bool existsIntersection(Vector point1, Vector point2, Vector point3, Vector point4) | 
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|  | 297 | { | 
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|  | 298 | bool result; | 
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|  | 299 |  | 
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|  | 300 | struct Intersection par; | 
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|  | 301 | par.x1.CopyVector(&point1); | 
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|  | 302 | par.x2.CopyVector(&point2); | 
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|  | 303 | par.x3.CopyVector(&point3); | 
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|  | 304 | par.x4.CopyVector(&point4); | 
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|  | 305 |  | 
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|  | 306 | const gsl_multimin_fminimizer_type *T = gsl_multimin_fminimizer_nmsimplex; | 
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|  | 307 | gsl_multimin_fminimizer *s = NULL; | 
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|  | 308 | gsl_vector *ss, *x; | 
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| [f1cccd] | 309 | gsl_multimin_function minexFunction; | 
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| [357fba] | 310 |  | 
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|  | 311 | size_t iter = 0; | 
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|  | 312 | int status; | 
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|  | 313 | double size; | 
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|  | 314 |  | 
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|  | 315 | /* Starting point */ | 
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|  | 316 | x = gsl_vector_alloc(NDIM); | 
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|  | 317 | gsl_vector_set(x, 0, point1.x[0]); | 
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|  | 318 | gsl_vector_set(x, 1, point1.x[1]); | 
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|  | 319 | gsl_vector_set(x, 2, point1.x[2]); | 
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|  | 320 |  | 
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|  | 321 | /* Set initial step sizes to 1 */ | 
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|  | 322 | ss = gsl_vector_alloc(NDIM); | 
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|  | 323 | gsl_vector_set_all(ss, 1.0); | 
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|  | 324 |  | 
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|  | 325 | /* Initialize method and iterate */ | 
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| [f1cccd] | 326 | minexFunction.n = NDIM; | 
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|  | 327 | minexFunction.f = &MinIntersectDistance; | 
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|  | 328 | minexFunction.params = (void *)∥ | 
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| [357fba] | 329 |  | 
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|  | 330 | s = gsl_multimin_fminimizer_alloc(T, NDIM); | 
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| [f1cccd] | 331 | gsl_multimin_fminimizer_set(s, &minexFunction, x, ss); | 
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| [357fba] | 332 |  | 
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|  | 333 | do { | 
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|  | 334 | iter++; | 
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|  | 335 | status = gsl_multimin_fminimizer_iterate(s); | 
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|  | 336 |  | 
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|  | 337 | if (status) { | 
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|  | 338 | break; | 
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|  | 339 | } | 
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|  | 340 |  | 
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|  | 341 | size = gsl_multimin_fminimizer_size(s); | 
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|  | 342 | status = gsl_multimin_test_size(size, 1e-2); | 
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|  | 343 |  | 
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|  | 344 | if (status == GSL_SUCCESS) { | 
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|  | 345 | cout << Verbose(2) << "converged to minimum" <<  endl; | 
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|  | 346 | } | 
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|  | 347 | } while (status == GSL_CONTINUE && iter < 100); | 
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|  | 348 |  | 
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|  | 349 | // check whether intersection is in between or not | 
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|  | 350 | Vector intersection, SideA, SideB, HeightA, HeightB; | 
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|  | 351 | double t1, t2; | 
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|  | 352 | for (int i = 0; i < NDIM; i++) { | 
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|  | 353 | intersection.x[i] = gsl_vector_get(s->x, i); | 
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|  | 354 | } | 
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|  | 355 |  | 
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|  | 356 | SideA.CopyVector(&par.x2); | 
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|  | 357 | SideA.SubtractVector(&par.x1); | 
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|  | 358 | HeightA.CopyVector(&intersection); | 
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|  | 359 | HeightA.SubtractVector(&par.x1); | 
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|  | 360 |  | 
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| [658efb] | 361 | t1 = HeightA.ScalarProduct(&SideA)/SideA.ScalarProduct(&SideA); | 
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| [357fba] | 362 |  | 
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|  | 363 | SideB.CopyVector(&par.x4); | 
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|  | 364 | SideB.SubtractVector(&par.x3); | 
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|  | 365 | HeightB.CopyVector(&intersection); | 
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|  | 366 | HeightB.SubtractVector(&par.x3); | 
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|  | 367 |  | 
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| [658efb] | 368 | t2 = HeightB.ScalarProduct(&SideB)/SideB.ScalarProduct(&SideB); | 
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| [357fba] | 369 |  | 
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|  | 370 | cout << Verbose(2) << "Intersection " << intersection << " is at " | 
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|  | 371 | << t1 << " for (" << point1 << "," << point2 << ") and at " | 
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|  | 372 | << t2 << " for (" << point3 << "," << point4 << "): "; | 
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|  | 373 |  | 
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|  | 374 | if (((t1 >= 0) && (t1 <= 1)) && ((t2 >= 0) && (t2 <= 1))) { | 
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|  | 375 | cout << "true intersection." << endl; | 
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|  | 376 | result = true; | 
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|  | 377 | } else { | 
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|  | 378 | cout << "intersection out of region of interest." << endl; | 
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|  | 379 | result = false; | 
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|  | 380 | } | 
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|  | 381 |  | 
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|  | 382 | // free minimizer stuff | 
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|  | 383 | gsl_vector_free(x); | 
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|  | 384 | gsl_vector_free(ss); | 
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|  | 385 | gsl_multimin_fminimizer_free(s); | 
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|  | 386 |  | 
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|  | 387 | return result; | 
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|  | 388 | } | 
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|  | 389 |  | 
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