Exemplo n.º 1
0
        /// Get the symmetric inverse of this matrix as a 3-by-3.
        /// Returns the zero matrix if singular.
        public b2Mat33 GetSymInverse33(b2Mat33 M)
        {
            float det = b2Math.b2Dot(ex, b2Math.b2Cross(ey, ez));

            if (det != 0.0f)
            {
                det = 1.0f / det;
            }

            float a11 = ex.x, a12 = ey.x, a13 = ez.x;
            float a22 = ey.y, a23 = ez.y;
            float a33 = ez.z;

            M.ex.x = det * (a22 * a33 - a23 * a23);
            M.ex.y = det * (a13 * a23 - a12 * a33);
            M.ex.z = det * (a12 * a23 - a13 * a22);

            M.ey.x = M.ex.y;
            M.ey.y = det * (a11 * a33 - a13 * a13);
            M.ey.z = det * (a13 * a12 - a11 * a23);

            M.ez.x = M.ex.z;
            M.ez.y = M.ey.z;
            M.ez.z = det * (a11 * a22 - a12 * a12);
            return(M);
        }
Exemplo n.º 2
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        public static b2Vec2 b2Mul22(b2Mat33 A, b2Vec2 v)
        {
            b2Vec2 b = b2Vec2.Zero;

            b.Set(A.ex.x * v.x + A.ey.x * v.y, A.ex.y * v.x + A.ey.y * v.y);
            return(b);
        }
Exemplo n.º 3
0
        /// Get the symmetric inverse of this matrix as a 3-by-3.
        /// Returns the zero matrix if singular.
        public void GetSymInverse33(b2Mat33 M)
        {
            float det = b2Math.b2Dot(_ex, b2Math.b2Cross(_ey, _ez));

            if (det != 0.0f)
            {
                det = 1.0f / det;
            }

            float a11 = _ex.x, a12 = _ey.x, a13 = _ez.x;
            float a22 = _ey.y, a23 = _ez.y;
            float a33 = _ez.z;

            M._ex.x = det * (a22 * a33 - a23 * a23);
            M._ex.y = det * (a13 * a23 - a12 * a33);
            M._ex.z = det * (a12 * a23 - a13 * a22);

            M._ey.x = M._ex.y;
            M._ey.y = det * (a11 * a33 - a13 * a13);
            M._ey.z = det * (a13 * a12 - a11 * a23);

            M._ez.x = M._ex.z;
            M._ez.y = M._ey.z;
            M._ez.z = det * (a11 * a22 - a12 * a12);
        }
Exemplo n.º 4
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        public static b2Vec2 b2Mul22(b2Mat33 A, b2Vec2 v)
        {
            b2Vec2 b;

            b.x = A.ex.x * v.x + A.ey.x * v.y;
            b.y = A.ex.y * v.x + A.ey.y * v.y;
            return(b);
        }
Exemplo n.º 5
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        /// Get the inverse of this matrix as a 2-by-2.
        /// Returns the zero matrix if singular.
        public void GetInverse22(b2Mat33 M)
        {
            float a = _ex.x, b = _ey.x, c = _ex.y, d = _ey.y;
            float det = a * d - b * c;
            if (det != 0.0f)
            {
                det = 1.0f / det;
            }

            M._ex.x = det * d; M._ey.x = -det * b; M._ex.z = 0.0f;
            M._ex.y = -det * c; M._ey.y = det * a; M._ey.z = 0.0f;
            M._ez.x = 0.0f; M._ez.y = 0.0f; M._ez.z = 0.0f;
        }
Exemplo n.º 6
0
        /// Get the inverse of this matrix as a 2-by-2.
        /// Returns the zero matrix if singular.
        public void GetInverse22(b2Mat33 M)
        {
            float a = _ex.x, b = _ey.x, c = _ex.y, d = _ey.y;
            float det = a * d - b * c;

            if (det != 0.0f)
            {
                det = 1.0f / det;
            }

            M._ex.x = det * d; M._ey.x = -det * b; M._ex.z = 0.0f;
            M._ex.y = -det * c; M._ey.y = det * a; M._ey.z = 0.0f;
            M._ez.x = 0.0f; M._ez.y = 0.0f; M._ez.z = 0.0f;
        }
Exemplo n.º 7
0
        /// Get the inverse of this matrix as a 2-by-2.
        /// Returns the zero matrix if singular.
        public b2Mat33 GetInverse22(b2Mat33 M)
        {
            float a = ex.x, b = ey.x, c = ex.y, d = ey.y;
            float det = a * d - b * c;

            if (det != 0.0f)
            {
                det = 1.0f / det;
            }

            M.ex.x = det * d; M.ey.x = -det * b; M.ex.z = 0.0f;
            M.ex.y = -det * c; M.ey.y = det * a; M.ey.z = 0.0f;
            M.ez.x = 0.0f; M.ez.y = 0.0f; M.ez.z = 0.0f;
            return(M);
        }
Exemplo n.º 8
0
        public override void InitVelocityConstraints(b2SolverData data)
        {
            m_indexA = m_bodyA.IslandIndex;
            m_indexB = m_bodyB.IslandIndex;
            m_localCenterA = m_bodyA.Sweep.localCenter;
            m_localCenterB = m_bodyB.Sweep.localCenter;
            m_invMassA = m_bodyA.InvertedMass;
            m_invMassB = m_bodyB.InvertedMass;
            m_invIA = m_bodyA.InvertedI;
            m_invIB = m_bodyB.InvertedI;

            b2Vec2 cA = data.positions[m_indexA].c;
            float aA = data.positions[m_indexA].a;
            b2Vec2 vA = data.velocities[m_indexA].v;
            float wA = data.velocities[m_indexA].w;

            b2Vec2 cB = data.positions[m_indexB].c;
            float aB = data.positions[m_indexB].a;
            b2Vec2 vB = data.velocities[m_indexB].v;
            float wB = data.velocities[m_indexB].w;

            b2Rot qA = new b2Rot(aA);
            b2Rot qB = new b2Rot(aB);

            m_rA = b2Math.b2Mul(qA, m_localAnchorA - m_localCenterA);
            m_rB = b2Math.b2Mul(qB, m_localAnchorB - m_localCenterB);

            // J = [-I -r1_skew I r2_skew]
            //     [ 0       -1 0       1]
            // r_skew = [-ry; rx]

            // Matlab
            // K = [ mA+r1y^2*iA+mB+r2y^2*iB,  -r1y*iA*r1x-r2y*iB*r2x,          -r1y*iA-r2y*iB]
            //     [  -r1y*iA*r1x-r2y*iB*r2x, mA+r1x^2*iA+mB+r2x^2*iB,           r1x*iA+r2x*iB]
            //     [          -r1y*iA-r2y*iB,           r1x*iA+r2x*iB,                   iA+iB]

            float mA = m_invMassA, mB = m_invMassB;
            float iA = m_invIA, iB = m_invIB;

            bool fixedRotation = (iA + iB == 0.0f);
            b2Vec3 ex = new b2Vec3();
            b2Vec3 ey = new b2Vec3();
            b2Vec3 ez = new b2Vec3();
            ex.x = mA + mB + m_rA.y * m_rA.y * iA + m_rB.y * m_rB.y * iB;
            ey.x = -m_rA.y * m_rA.x * iA - m_rB.y * m_rB.x * iB;
            ez.x = -m_rA.y * iA - m_rB.y * iB;
            ex.y = ey.x;
            ey.y = mA + mB + m_rA.x * m_rA.x * iA + m_rB.x * m_rB.x * iB;
            ez.y = m_rA.x * iA + m_rB.x * iB;
            ex.z = ez.x;
            ey.z = ez.y;
            ez.z = iA + iB;
            m_mass = new b2Mat33(ex, ey, ez);

            m_motorMass = iA + iB;
            if (m_motorMass > 0.0f)
            {
                m_motorMass = 1.0f / m_motorMass;
            }

            if (m_enableMotor == false || fixedRotation)
            {
                m_motorImpulse = 0.0f;
            }

            if (m_enableLimit && fixedRotation == false)
            {
                float jointAngle = aB - aA - m_referenceAngle;
                if (b2Math.b2Abs(m_upperAngle - m_lowerAngle) < 2.0f * b2Settings.b2_angularSlop)
                {
                    m_limitState = b2LimitState.e_equalLimits;
                }
                else if (jointAngle <= m_lowerAngle)
                {
                    if (m_limitState != b2LimitState.e_atLowerLimit)
                    {
                        m_impulse.z = 0.0f;
                    }
                    m_limitState = b2LimitState.e_atLowerLimit;
                }
                else if (jointAngle >= m_upperAngle)
                {
                    if (m_limitState != b2LimitState.e_atUpperLimit)
                    {
                        m_impulse.z = 0.0f;
                    }
                    m_limitState = b2LimitState.e_atUpperLimit;
                }
                else
                {
                    m_limitState = b2LimitState.e_inactiveLimit;
                    m_impulse.z = 0.0f;
                }
            }
            else
            {
                m_limitState = b2LimitState.e_inactiveLimit;
            }

            if (data.step.warmStarting)
            {
                // Scale impulses to support a variable time step.
                m_impulse *= data.step.dtRatio;
                m_motorImpulse *= data.step.dtRatio;

                b2Vec2 P = new b2Vec2(m_impulse.x, m_impulse.y);

                vA -= mA * P;
                wA -= iA * (b2Math.b2Cross(m_rA, P) + m_motorImpulse + m_impulse.z);

                vB += mB * P;
                wB += iB * (b2Math.b2Cross(m_rB, P) + m_motorImpulse + m_impulse.z);
            }
            else
            {
                m_impulse.SetZero();
                m_motorImpulse = 0.0f;
            }

            data.velocities[m_indexA].v = vA;
            data.velocities[m_indexA].w = wA;
            data.velocities[m_indexB].v = vB;
            data.velocities[m_indexB].w = wB;
        }
Exemplo n.º 9
0
        public override void InitVelocityConstraints(b2SolverData data)
        {
            m_indexA = m_bodyA.IslandIndex;
            m_indexB = m_bodyB.IslandIndex;
            m_localCenterA = m_bodyA.Sweep.localCenter;
            m_localCenterB = m_bodyB.Sweep.localCenter;
            m_invMassA = m_bodyA.InvertedMass;
            m_invMassB = m_bodyB.InvertedMass;
            m_invIA = m_bodyA.InvertedI;
            m_invIB = m_bodyB.InvertedI;

            b2Vec2 cA = m_bodyA.InternalPosition.c;
            float aA = m_bodyA.InternalPosition.a;
            b2Vec2 vA = m_bodyA.InternalVelocity.v;
            float wA = m_bodyA.InternalVelocity.w;

            b2Vec2 cB = m_bodyB.InternalPosition.c;
            float aB = m_bodyB.InternalPosition.a;
            b2Vec2 vB = m_bodyB.InternalVelocity.v;
            float wB = m_bodyB.InternalVelocity.w;

            b2Rot qA = new b2Rot(aA);
            b2Rot qB = new b2Rot(aB);

            m_rA = b2Math.b2Mul(qA, m_localAnchorA - m_localCenterA);
            m_rB = b2Math.b2Mul(qB, m_localAnchorB - m_localCenterB);

            // J = [-I -r1_skew I r2_skew]
            //     [ 0       -1 0       1]
            // r_skew = [-ry; rx]

            // Matlab
            // K = [ mA+r1y^2*iA+mB+r2y^2*iB,  -r1y*iA*r1x-r2y*iB*r2x,          -r1y*iA-r2y*iB]
            //     [  -r1y*iA*r1x-r2y*iB*r2x, mA+r1x^2*iA+mB+r2x^2*iB,           r1x*iA+r2x*iB]
            //     [          -r1y*iA-r2y*iB,           r1x*iA+r2x*iB,                   iA+iB]

            float mA = m_invMassA, mB = m_invMassB;
            float iA = m_invIA, iB = m_invIB;

            b2Vec3 ex = new b2Vec3();
            b2Vec3 ey = new b2Vec3();
            b2Vec3 ez = new b2Vec3();
            ex.x = mA + mB + m_rA.y * m_rA.y * iA + m_rB.y * m_rB.y * iB;
            ey.x = -m_rA.y * m_rA.x * iA - m_rB.y * m_rB.x * iB;
            ez.x = -m_rA.y * iA - m_rB.y * iB;
            ex.y = ey.x;
            ey.y = mA + mB + m_rA.x * m_rA.x * iA + m_rB.x * m_rB.x * iB;
            ez.y = m_rA.x * iA + m_rB.x * iB;
            ex.z = ez.x;
            ey.z = ez.y;
            ez.z = iA + iB;
            b2Mat33 K = new b2Mat33(ex, ey, ez);

            if (m_frequencyHz > 0.0f)
            {
                m_mass = K.GetInverse22(m_mass);

                float invM = iA + iB;
                float m = invM > 0.0f ? 1.0f / invM : 0.0f;

                float C = aB - aA - m_referenceAngle;

                // Frequency
                float omega = 2.0f * b2Settings.b2_pi * m_frequencyHz;

                // Damping coefficient
                float d = 2.0f * m * m_dampingRatio * omega;

                // Spring stiffness
                float k = m * omega * omega;

                // magic formulas
                float h = data.step.dt;
                m_gamma = h * (d + h * k);
                m_gamma = m_gamma != 0.0f ? 1.0f / m_gamma : 0.0f;
                m_bias = C * h * k * m_gamma;

                invM += m_gamma;
                m_mass.ezz = invM != 0.0f ? 1.0f / invM : 0.0f;
            }
            else
            {
                m_mass = K.GetSymInverse33(m_mass);
                m_gamma = 0.0f;
                m_bias = 0.0f;
            }

            if (data.step.warmStarting)
            {
                // Scale impulses to support a variable time step.
                m_impulse *= data.step.dtRatio;

                b2Vec2 P = new b2Vec2(m_impulse.x, m_impulse.y);

                vA -= mA * P;
                wA -= iA * (b2Math.b2Cross(m_rA, P) + m_impulse.z);

                vB += mB * P;
                wB += iB * (b2Math.b2Cross(m_rB, P) + m_impulse.z);
            }
            else
            {
                m_impulse.SetZero();
            }

            m_bodyA.InternalVelocity.v = vA;
            m_bodyA.InternalVelocity.w = wA;
            m_bodyB.InternalVelocity.v = vB;
            m_bodyB.InternalVelocity.w = wB;
        }
Exemplo n.º 10
0
        public override bool SolvePositionConstraints(b2SolverData data)
        {
            b2Vec2 cA = m_bodyA.InternalPosition.c;
            float aA = m_bodyA.InternalPosition.a;
            b2Vec2 cB = m_bodyB.InternalPosition.c;
            float aB = m_bodyB.InternalPosition.a;

            b2Rot qA = new b2Rot(aA);
            b2Rot qB = new b2Rot(aB);

            float mA = m_invMassA, mB = m_invMassB;
            float iA = m_invIA, iB = m_invIB;

            b2Vec2 rA = b2Math.b2Mul(qA, m_localAnchorA - m_localCenterA);
            b2Vec2 rB = b2Math.b2Mul(qB, m_localAnchorB - m_localCenterB);

            float positionError, angularError;

            b2Vec3 ex = new b2Vec3();
            b2Vec3 ey = new b2Vec3();
            b2Vec3 ez = new b2Vec3();
            ex.x = mA + mB + rA.y * rA.y * iA + rB.y * rB.y * iB;
            ey.x = -rA.y * rA.x * iA - rB.y * rB.x * iB;
            ez.x = -rA.y * iA - rB.y * iB;
            ex.y = ey.x;
            ey.y = mA + mB + rA.x * rA.x * iA + rB.x * rB.x * iB;
            ez.y = rA.x * iA + rB.x * iB;
            ex.z = ez.x;
            ey.z = ez.y;
            ez.z = iA + iB;
            b2Mat33 K = new b2Mat33(ex, ey, ez);

            if (m_frequencyHz > 0.0f)
            {
                b2Vec2 C1 = cB + rB - cA - rA;

                positionError = C1.Length;
                angularError = 0.0f;

                b2Vec2 P = -K.Solve22(C1);

                cA -= mA * P;
                aA -= iA * b2Math.b2Cross(rA, P);

                cB += mB * P;
                aB += iB * b2Math.b2Cross(rB, P);
            }
            else
            {
                b2Vec2 C1 = cB + rB - cA - rA;
                float C2 = aB - aA - m_referenceAngle;

                positionError = C1.Length;
                angularError = b2Math.b2Abs(C2);

                b2Vec3 C = new b2Vec3(C1.x, C1.y, C2);

                b2Vec3 impulse = -K.Solve33(C);
                b2Vec2 P = new b2Vec2(impulse.x, impulse.y);

                cA -= mA * P;
                aA -= iA * (b2Math.b2Cross(rA, P) + impulse.z);

                cB += mB * P;
                aB += iB * (b2Math.b2Cross(rB, P) + impulse.z);
            }

            m_bodyA.InternalPosition.c = cA;
            m_bodyA.InternalPosition.a = aA;
            m_bodyB.InternalPosition.c = cB;
            m_bodyB.InternalPosition.a = aB;

            return positionError <= b2Settings.b2_linearSlop && angularError <= b2Settings.b2_angularSlop;
        }
Exemplo n.º 11
0
        /// Get the symmetric inverse of this matrix as a 3-by-3.
        /// Returns the zero matrix if singular.
        public void GetSymInverse33(b2Mat33 M)
        {
            float det = b2Math.b2Dot(_ex, b2Math.b2Cross(_ey, _ez));
            if (det != 0.0f)
            {
                det = 1.0f / det;
            }

            float a11 = _ex.x, a12 = _ey.x, a13 = _ez.x;
            float a22 = _ey.y, a23 = _ez.y;
            float a33 = _ez.z;

            M._ex.x = det * (a22 * a33 - a23 * a23);
            M._ex.y = det * (a13 * a23 - a12 * a33);
            M._ex.z = det * (a12 * a23 - a13 * a22);

            M._ey.x = M._ex.y;
            M._ey.y = det * (a11 * a33 - a13 * a13);
            M._ey.z = det * (a13 * a12 - a11 * a23);

            M._ez.x = M._ex.z;
            M._ez.y = M._ey.z;
            M._ez.z = det * (a11 * a22 - a12 * a12);
        }
Exemplo n.º 12
0
 public static b2Vec3 b2Mul(b2Mat33 A, b2Vec3 v)
 {
     return(v.x * A.ex + v.y * A.ey + v.z * A.ez);
 }
Exemplo n.º 13
0
        public override bool SolvePositionConstraints(b2SolverData data)
        {
            b2Vec2 cA = data.positions[m_indexA].c;
            float aA = data.positions[m_indexA].a;
            b2Vec2 cB = data.positions[m_indexB].c;
            float aB = data.positions[m_indexB].a;

            b2Rot qA = new b2Rot(aA);
            b2Rot qB = new b2Rot(aB);

            float mA = InvertedMassA, mB = InvertedMassB;
            float iA = InvertedIA, iB = InvertedIB;

            // Compute fresh Jacobians
            b2Vec2 rA = b2Math.b2Mul(qA, m_localAnchorA - m_localCenterA);
            b2Vec2 rB = b2Math.b2Mul(qB, m_localAnchorB - m_localCenterB);
            b2Vec2 d = cB + rB - cA - rA;

            b2Vec2 axis = b2Math.b2Mul(qA, m_localXAxisA);
            float a1 = b2Math.b2Cross(d + rA, axis);
            float a2 = b2Math.b2Cross(rB, axis);
            b2Vec2 perp = b2Math.b2Mul(qA, m_localYAxisA);

            float s1 = b2Math.b2Cross(d + rA, perp);
            float s2 = b2Math.b2Cross(rB, perp);

            b2Vec3 impulse;
            b2Vec2 C1 = new b2Vec2();
            C1.x = b2Math.b2Dot(perp, d);
            C1.y = aB - aA - m_referenceAngle;

            float linearError = b2Math.b2Abs(C1.x);
            float angularError = b2Math.b2Abs(C1.y);

            bool active = false;
            float C2 = 0.0f;
            if (m_enableLimit)
            {
                float translation = b2Math.b2Dot(axis, d);
                if (b2Math.b2Abs(m_upperTranslation - m_lowerTranslation) < 2.0f * b2Settings.b2_linearSlop)
                {
                    // Prevent large angular corrections
                    C2 = b2Math.b2Clamp(translation, -b2Settings.b2_maxLinearCorrection, b2Settings.b2_maxLinearCorrection);
                    linearError = Math.Max(linearError, b2Math.b2Abs(translation));
                    active = true;
                }
                else if (translation <= m_lowerTranslation)
                {
                    // Prevent large linear corrections and allow some slop.
                    C2 = b2Math.b2Clamp(translation - m_lowerTranslation + b2Settings.b2_linearSlop, -b2Settings.b2_maxLinearCorrection, 0.0f);
                    linearError = Math.Max(linearError, m_lowerTranslation - translation);
                    active = true;
                }
                else if (translation >= m_upperTranslation)
                {
                    // Prevent large linear corrections and allow some slop.
                    C2 = b2Math.b2Clamp(translation - m_upperTranslation - b2Settings.b2_linearSlop, 0.0f, b2Settings.b2_maxLinearCorrection);
                    linearError = Math.Max(linearError, translation - m_upperTranslation);
                    active = true;
                }
            }

            if (active)
            {
                float k11 = mA + mB + iA * s1 * s1 + iB * s2 * s2;
                float k12 = iA * s1 + iB * s2;
                float k13 = iA * s1 * a1 + iB * s2 * a2;
                float k22 = iA + iB;
                if (k22 == 0.0f)
                {
                    // For fixed rotation
                    k22 = 1.0f;
                }
                float k23 = iA * a1 + iB * a2;
                float k33 = mA + mB + iA * a1 * a1 + iB * a2 * a2;

                b2Mat33 K = new b2Mat33(
                    new b2Vec3(k11, k12, k13),
                    new b2Vec3(k12, k22, k23),
                    new b2Vec3(k13, k23, k33));

                b2Vec3 C = new b2Vec3(C1.x, C1.y, C2);

                impulse = K.Solve33(-C);
            }
            else
            {
                float k11 = mA + mB + iA * s1 * s1 + iB * s2 * s2;
                float k12 = iA * s1 + iB * s2;
                float k22 = iA + iB;
                if (k22 == 0.0f)
                {
                    k22 = 1.0f;
                }

                b2Mat22 K = new b2Mat22();
                K.ex.Set(k11, k12);
                K.ey.Set(k12, k22);

                b2Vec2 impulse1 = K.Solve(-C1);
                impulse = new b2Vec3();
                impulse.x = impulse1.x;
                impulse.y = impulse1.y;
                impulse.z = 0.0f;
            }

            b2Vec2 P = impulse.x * perp + impulse.z * axis;
            float LA = impulse.x * s1 + impulse.y + impulse.z * a1;
            float LB = impulse.x * s2 + impulse.y + impulse.z * a2;

            cA -= mA * P;
            aA -= iA * LA;
            cB += mB * P;
            aB += iB * LB;

            data.positions[m_indexA].c = cA;
            data.positions[m_indexA].a = aA;
            data.positions[m_indexB].c = cB;
            data.positions[m_indexB].a = aB;

            return linearError <= b2Settings.b2_linearSlop && angularError <= b2Settings.b2_angularSlop;
        }
Exemplo n.º 14
0
 /// Multiply a matrix times a vector.
 public static b2Vec2 b2Mul22(b2Mat33 A, b2Vec2 v)
 {
     return(new b2Vec2(A.ex.x * v.x + A.ey.x * v.y, A.ex.y * v.x + A.ey.y * v.y));
 }
Exemplo n.º 15
0
        /// Get the inverse of this matrix as a 2-by-2.
        /// Returns the zero matrix if singular.
        public b2Mat33 GetInverse22(b2Mat33 M)
        {
            float a = ex.x, b = ey.x, c = ex.y, d = ey.y;
            float det = a * d - b * c;
            if (det != 0.0f)
            {
                det = 1.0f / det;
            }

            M.ex.x = det * d; M.ey.x = -det * b; M.ex.z = 0.0f;
            M.ex.y = -det * c; M.ey.y = det * a; M.ey.z = 0.0f;
            M.ez.x = 0.0f; M.ez.y = 0.0f; M.ez.z = 0.0f;
            return (M);
        }
Exemplo n.º 16
0
        /// Get the symmetric inverse of this matrix as a 3-by-3.
        /// Returns the zero matrix if singular.
        public b2Mat33 GetSymInverse33(b2Mat33 M)
        {
            b2Vec3 cross = b2Math.b2Cross(ey, ez);
            float det = b2Math.b2Dot(ex, cross);
            if (det != 0.0f)
            {
                det = 1.0f / det;
            }

            float a11 = ex.x, a12 = ey.x, a13 = ez.x;
            float a22 = ey.y, a23 = ez.y;
            float a33 = ez.z;

            M.ex.x = det * (a22 * a33 - a23 * a23);
            M.ex.y = det * (a13 * a23 - a12 * a33);
            M.ex.z = det * (a12 * a23 - a13 * a22);

            M.ey.x = M.ex.y;
            M.ey.y = det * (a11 * a33 - a13 * a13);
            M.ey.z = det * (a13 * a12 - a11 * a23);

            M.ez.x = M.ex.z;
            M.ez.y = M.ey.z;
            M.ez.z = det * (a11 * a22 - a12 * a12);
            return (M);
        }