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add MCG without Jacobi preconditioning, delegate cloth solver to another class, ignore positive separation, improve contact handling, support different shapes

Browse Source 
Specially, see b3SpringSolver.cpp for details.
This commit is contained in:
Irlan 2018-03-26 16:03:43 -03:00
parent 3e55b28956
commit a21d46ac64
4 changed files with 1045 additions and 652 deletions
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55
include/bounce/dynamics/cloth/spring_cloth.h
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@ -20,13 +20,14 @@
#define B3_SPRING_CLOTH_H #define B3_SPRING_CLOTH_H
#include <bounce/common/math/mat33.h> #include <bounce/common/math/mat33.h>
#include <bounce/collision/shapes/sphere.h>
#define B3_CLOTH_SPHERE_CAPACITY 32 #define B3_CLOTH_SHAPE_CAPACITY 32
class b3StackAllocator; class b3StackAllocator;
class b3Draw; class b3Draw;
class b3Shape;
struct b3Mesh; struct b3Mesh;
struct b3SpringClothDef struct b3SpringClothDef
@ -94,13 +95,13 @@ enum b3MassType
e_dynamicMass e_dynamicMass
}; };
// This structure represents an acceleration constraint. //
struct b3MassCollision struct b3MassContact
{ {
b3Vec3 n, t1, t2;
float32 Fn, Ft1, Ft2;
u32 j; u32 j;
float32 s; bool lockOnSurface, slideOnSurface;
b3Vec3 n;
bool active;
}; };
// Time step statistics // Time step statistics
@ -136,7 +137,13 @@ public:
b3MassType GetType(u32 i) const; b3MassType GetType(u32 i) const;
// //
b3Sphere* CreateSphere(const b3Vec3& center, float32 radius); void AddShape(b3Shape* shape);
//
u32 GetShapeCount() const;
//
b3Shape** GetShapes();
// //
const b3SpringClothStep& GetStep() const; const b3SpringClothStep& GetStep() const;
@ -150,11 +157,16 @@ public:
// //
void Draw(b3Draw* draw) const; void Draw(b3Draw* draw) const;
protected: protected:
void UpdateCollisions() const; friend class b3SpringSolver;
// Update contacts.
// This is where some contacts might be initiated or terminated.
void UpdateContacts();
b3StackAllocator* m_allocator; b3StackAllocator* m_allocator;
b3Mesh* m_mesh; b3Mesh* m_mesh;
float32 m_r;
b3Vec3 m_gravity; b3Vec3 m_gravity;
@ -163,17 +175,16 @@ protected:
b3Vec3* m_f; b3Vec3* m_f;
float32* m_inv_m; float32* m_inv_m;
b3Vec3* m_y; b3Vec3* m_y;
b3MassType* m_massTypes; b3MassType* m_types;
b3MassCollision* m_collisions;
u32 m_massCount; u32 m_massCount;
b3MassContact* m_contacts;
b3Spring* m_springs; b3Spring* m_springs;
u32 m_springCount; u32 m_springCount;
float32 m_r; b3Shape* m_shapes[B3_CLOTH_SHAPE_CAPACITY];
u32 m_shapeCount;
b3Sphere m_spheres[B3_CLOTH_SPHERE_CAPACITY];
u32 m_sphereCount;
b3SpringClothStep m_step; b3SpringClothStep m_step;
}; };
@ -191,13 +202,23 @@ inline void b3SpringCloth::SetGravity(const b3Vec3& gravity)
inline b3MassType b3SpringCloth::GetType(u32 i) const inline b3MassType b3SpringCloth::GetType(u32 i) const
{ {
B3_ASSERT(i < m_massCount); B3_ASSERT(i < m_massCount);
return m_massTypes[i]; return m_types[i];
} }
inline void b3SpringCloth::SetType(u32 i, b3MassType type) inline void b3SpringCloth::SetType(u32 i, b3MassType type)
{ {
B3_ASSERT(i < m_massCount); B3_ASSERT(i < m_massCount);
m_massTypes[i] = type; m_types[i] = type;
}
inline u32 b3SpringCloth::GetShapeCount() const
{
return m_shapeCount;
}
inline b3Shape** b3SpringCloth::GetShapes()
{
return m_shapes;
} }
inline const b3SpringClothStep& b3SpringCloth::GetStep() const inline const b3SpringClothStep& b3SpringCloth::GetStep() const

93
include/bounce/dynamics/cloth/spring_solver.h Normal file
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@ -0,0 +1,93 @@
/*
* Copyright (c) 2016-2016 Irlan Robson http://www.irlan.net
*
* This software is provided 'as-is', without any express or implied
* warranty. In no event will the authors be held liable for any damages
* arising from the use of this software.
* Permission is granted to anyone to use this software for any purpose,
* including commercial applications, and to alter it and redistribute it
* freely, subject to the following restrictions:
* 1. The origin of this software must not be misrepresented; you must not
* claim that you wrote the original software. If you use this software
* in a product, an acknowledgment in the product documentation would be
* appreciated but is not required.
* 2. Altered source versions must be plainly marked as such, and must not be
* misrepresented as being the original software.
* 3. This notice may not be removed or altered from any source distribution.
*/
#ifndef B3_SPRING_SOLVER_H
#define B3_SPRING_SOLVER_H
#include <bounce/common/math/vec3.h>
#include <bounce/common/math/mat33.h>
class b3SpringCloth;
class b3StackAllocator;
struct b3MassContact;
struct b3Spring;
enum b3MassType;
struct b3SpringSolverDef
{
b3SpringCloth* cloth;
float32 dt;
};
class b3SpringSolver
{
public:
b3SpringSolver(const b3SpringSolverDef& def);
~b3SpringSolver();
void Solve(b3Vec3* constraintForces);
u32 GetIterations() const;
private:
// Apply internal forces and store their unique derivatives.
void InitializeSpringForces();
// Initialize b, from Ax = b
void Compute_b(b3Vec3* b) const;
// Solve Ax = b using the Modified Conjugate Gradient (MCG).
// Output x and the residual error f.
void Solve_MCG(b3Vec3* x, b3Vec3* f, u32& iterations, const b3Vec3* b) const;
// Solve Ax = b using MCG with Jacobi preconditioning.
// Output x and the residual error f.
// This method is slower than MCG because we have to compute the preconditioning
// matrix P, but it can improve convergence.
void Solve_MPCG(b3Vec3* x, b3Vec3* f, u32& iterations, const b3Vec3* b) const;
b3SpringCloth * m_cloth;
float32 m_h;
b3Mat33* m_Jx;
b3Mat33* m_Jv;
u32 m_iterations;
b3StackAllocator* m_allocator;
b3Vec3* m_x;
b3Vec3* m_v;
b3Vec3* m_f;
float32* m_inv_m;
b3Vec3* m_y;
b3MassType* m_types;
u32 m_massCount;
b3MassContact* m_contacts;
b3Spring* m_springs;
u32 m_springCount;
};
inline u32 b3SpringSolver::GetIterations() const
{
return m_iterations;
}
#endif

813
src/bounce/dynamics/cloth/spring_cloth.cpp
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@ -17,11 +17,12 @@
*/ */
#include <bounce/dynamics/cloth/spring_cloth.h> #include <bounce/dynamics/cloth/spring_cloth.h>
#include <bounce/dynamics/cloth/spring_solver.h>
#include <bounce/dynamics/shapes/shape.h>
#include <bounce/collision/shapes/mesh.h> #include <bounce/collision/shapes/mesh.h>
#include <bounce/common/memory/stack_allocator.h> #include <bounce/common/memory/stack_allocator.h>
// Here, we solve Ax = b using the Modified Conjugate Gradient method. #define B3_FORCE_THRESHOLD (0.1f)
// This work is based on the paper "Large Steps in Cloth Simulation - David Baraff, Andrew Witkin".
b3SpringCloth::b3SpringCloth() b3SpringCloth::b3SpringCloth()
{ {
@ -36,8 +37,8 @@ b3SpringCloth::b3SpringCloth()
m_f = nullptr; m_f = nullptr;
m_y = nullptr; m_y = nullptr;
m_inv_m = nullptr; m_inv_m = nullptr;
m_massTypes = nullptr; m_types = nullptr;
m_collisions = nullptr; m_contacts = nullptr;
m_massCount = 0; m_massCount = 0;
m_springs = nullptr; m_springs = nullptr;
@ -45,7 +46,7 @@ b3SpringCloth::b3SpringCloth()
m_r = 0.0f; m_r = 0.0f;
m_sphereCount = 0; m_shapeCount = 0;
m_step.iterations = 0; m_step.iterations = 0;
} }
@ -57,8 +58,8 @@ b3SpringCloth::~b3SpringCloth()
b3Free(m_f); b3Free(m_f);
b3Free(m_inv_m); b3Free(m_inv_m);
b3Free(m_y); b3Free(m_y);
b3Free(m_massTypes); b3Free(m_types);
b3Free(m_collisions); b3Free(m_contacts);
b3Free(m_springs); b3Free(m_springs);
} }
@ -81,18 +82,23 @@ void b3SpringCloth::Initialize(const b3SpringClothDef& def)
m_f = (b3Vec3*)b3Alloc(m_massCount * sizeof(b3Vec3)); m_f = (b3Vec3*)b3Alloc(m_massCount * sizeof(b3Vec3));
m_inv_m = (float32*)b3Alloc(m_massCount * sizeof(float32)); m_inv_m = (float32*)b3Alloc(m_massCount * sizeof(float32));
m_y = (b3Vec3*)b3Alloc(m_massCount * sizeof(b3Vec3)); m_y = (b3Vec3*)b3Alloc(m_massCount * sizeof(b3Vec3));
m_massTypes = (b3MassType*)b3Alloc(m_massCount * sizeof(b3MassType)); m_types = (b3MassType*)b3Alloc(m_massCount * sizeof(b3MassType));
m_collisions = (b3MassCollision*)b3Alloc(m_massCount * sizeof(b3MassCollision)); m_contacts = (b3MassContact*)b3Alloc(m_massCount * sizeof(b3MassContact));
for (u32 i = 0; i < m->vertexCount; ++i) for (u32 i = 0; i < m->vertexCount; ++i)
{ {
m_collisions[i].active = false; m_contacts[i].Fn = 0.0f;
m_contacts[i].Ft1 = 0.0f;
m_contacts[i].Ft2 = 0.0f;
m_contacts[i].lockOnSurface = false;
m_contacts[i].slideOnSurface = false;
m_x[i] = m->vertices[i]; m_x[i] = m->vertices[i];
m_v[i].SetZero(); m_v[i].SetZero();
m_f[i].SetZero(); m_f[i].SetZero();
m_inv_m[i] = 0.0f; m_inv_m[i] = 0.0f;
m_y[i].SetZero(); m_y[i].SetZero();
m_massTypes[i] = e_staticMass; m_types[i] = e_staticMass;
} }
// Initialize mass // Initialize mass
@ -120,7 +126,7 @@ void b3SpringCloth::Initialize(const b3SpringClothDef& def)
if (m_inv_m[i] > 0.0f) if (m_inv_m[i] > 0.0f)
{ {
m_inv_m[i] = 1.0f / m_inv_m[i]; m_inv_m[i] = 1.0f / m_inv_m[i];
m_massTypes[i] = e_dynamicMass; m_types[i] = e_dynamicMass;
} }
} }
@ -168,624 +174,185 @@ void b3SpringCloth::Initialize(const b3SpringClothDef& def)
} }
} }
b3Sphere* b3SpringCloth::CreateSphere(const b3Vec3& center, float32 radius) void b3SpringCloth::AddShape(b3Shape* shape)
{ {
B3_ASSERT(m_sphereCount < B3_CLOTH_SPHERE_CAPACITY); B3_ASSERT(m_shapeCount < B3_CLOTH_SHAPE_CAPACITY);
if (m_sphereCount == B3_CLOTH_SPHERE_CAPACITY) if (m_shapeCount == B3_CLOTH_SHAPE_CAPACITY)
{
return nullptr;
}
b3Sphere* sphere = m_spheres + m_sphereCount;
sphere->vertex = center;
sphere->radius = radius;
++m_sphereCount;
return sphere;
}
static B3_FORCE_INLINE void b3Make_z(b3Vec3* out, u32 size,
const b3MassType* types, const b3MassCollision* collisions)
{
for (u32 i = 0; i < size; ++i)
{
switch (types[i])
{
case e_staticMass:
{
out[i].SetZero();
break;
}
case e_dynamicMass:
{
if (collisions[i].active)
{
out[i].SetZero();
break;
}
out[i].SetZero();
break;
}
default:
{
B3_ASSERT(false);
break;
}
}
}
}
static B3_FORCE_INLINE void b3Filter(b3Vec3* out, const b3Vec3* v, u32 size,
const b3MassType* types, const b3MassCollision* collisions)
{
for (u32 i = 0; i < size; ++i)
{
switch (types[i])
{
case e_staticMass:
{
out[i].SetZero();
break;
}
case e_dynamicMass:
{
if (collisions[i].active)
{
b3Vec3 n = collisions[i].n;
b3Mat33 S = b3Mat33_identity - b3Outer(n, n);
out[i] = S * v[i];
break;
}
out[i] = v[i];
break;
}
default:
{
B3_ASSERT(false);
break;
}
}
}
}
static B3_FORCE_INLINE void b3SetZero(b3Vec3* out, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i].SetZero();
}
}
static B3_FORCE_INLINE void b3Copy(b3Vec3* out, const b3Vec3* v, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i] = v[i];
}
}
static B3_FORCE_INLINE void b3Add(b3Vec3* out, const b3Vec3* a, const b3Vec3* b, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i] = a[i] + b[i];
}
}
static B3_FORCE_INLINE void b3Sub(b3Vec3* out, const b3Vec3* a, const b3Vec3* b, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i] = a[i] - b[i];
}
}
static B3_FORCE_INLINE float32 b3Dot(const b3Vec3* a, const b3Vec3* b, u32 size)
{
float32 result = 0.0f;
for (u32 i = 0; i < size; ++i)
{
result += b3Dot(a[i], b[i]);
}
return result;
}
#define B3_INDEX(i, j, size) (i + j * size)
static B3_FORCE_INLINE void b3SetZero(b3Mat33* out, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
for (u32 j = 0; j < size; ++j)
{
out[B3_INDEX(i, j, size)].SetZero();
}
}
}
static B3_FORCE_INLINE void b3Mul(b3Vec3* out, const b3Mat33* M, const b3Vec3* v, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i].SetZero();
for (u32 j = 0; j < size; ++j)
{
out[i] += M[ B3_INDEX(i, j, size) ] * v[j];
}
}
}
// J = dfdx or dvdx
static B3_FORCE_INLINE void b3Mul_Jacobian(b3Vec3* out, const b3Vec3* v, u32 mass_size,
const b3Mat33* J_ii, const b3Spring* springs, u32 spring_size)
{
b3SetZero(out, mass_size);
for (u32 i = 0; i < spring_size; ++i)
{
const b3Spring* S = springs + i;
u32 i1 = S->i1;
u32 i2 = S->i2;
b3Mat33 J_11 = J_ii[i];
b3Mat33 J_12 = -J_11;
b3Mat33 J_21 = J_12;
b3Mat33 J_22 = J_11;
out[i1] += J_11 * v[i1] + J_12 * v[i2];
out[i2] += J_21 * v[i1] + J_22 * v[i2];
}
}
static B3_FORCE_INLINE void b3SetZero_Jacobian(b3Mat33* out, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i].SetZero();
}
}
// A = M - h * dfdv - h * h * dfdx
// A * v = (M - h * dfdv - h * h * dfdx) * v = M * v + (-h * dfdv * v) + (-h * h * dfdx * v)
static B3_FORCE_INLINE void b3Mul_A(b3Vec3* out, const b3Vec3* v, u32 mass_size,
b3StackAllocator* allocator,
const float32* inv_m, float32 h, const b3Mat33* Jx, const b3Mat33* Jv, const b3Spring* springs, u32 spring_size)
{
// v1 = M * v
b3Vec3* v1 = (b3Vec3*)allocator->Allocate(mass_size * sizeof(b3Vec3));
for (u32 i = 0; i < mass_size; ++i)
{
float32 m = inv_m[i] != 0.0f ? 1.0f / inv_m[i] : 0.0f;
v1[i] = m * v[i];
}
// v2 = (-h * dfdv * v)
b3Vec3* v2 = (b3Vec3*)allocator->Allocate(mass_size * sizeof(b3Vec3));
b3Mul_Jacobian(v2, v, mass_size, Jv, springs, spring_size);
for (u32 i = 0; i < mass_size; ++i)
{
v2[i] *= -h;
}
// v3 = (-h * h * dfdx * v)
b3Vec3* v3 = (b3Vec3*)allocator->Allocate(mass_size * sizeof(b3Vec3));
b3Mul_Jacobian(v3, v, mass_size, Jx, springs, spring_size);
for (u32 i = 0; i < mass_size; ++i)
{
v3[i] *= -h * h;
}
// v = v1 + v2 + v3
for (u32 i = 0; i < mass_size; ++i)
{
out[i] = v1[i] + v2[i] + v3[i];
}
allocator->Free(v3);
allocator->Free(v2);
allocator->Free(v1);
}
void b3SpringCloth::UpdateCollisions() const
{
// Compute cloth-solid collision position alteration
for (u32 i = 0; i < m_massCount; ++i)
{
// Clear flag
m_collisions[i].active = false;
b3Vec3 c1 = m_x[i];
float32 r1 = m_r;
// Only solve the deepest penetrations
float32 bestSeparation = B3_MAX_FLOAT;
u32 bestIndex = ~0;
for (u32 j = 0; j < m_sphereCount; ++j)
{
const b3Sphere* sphere = m_spheres + j;
b3Vec3 c2 = sphere->vertex;
float32 r2 = sphere->radius;
b3Vec3 d = c2 - c1;
float32 dd = b3Dot(d, d);
float32 totalRadius = r1 + r2;
if (dd > totalRadius * totalRadius)
{
continue;
}
float32 distance = b3Length(d);
float32 separation = distance - totalRadius;
if (separation < bestSeparation)
{
bestSeparation = separation;
bestIndex = j;
}
}
if (bestIndex != ~0)
{
const b3Sphere* sphere = m_spheres + bestIndex;
b3Vec3 c2 = sphere->vertex;
float32 r2 = sphere->radius;
float32 totalRadius = r1 + r2;
b3Vec3 d = c2 - c1;
float32 distance = b3Length(d);
float32 separation = distance - totalRadius;
b3Vec3 n(0.0f, 1.0f, 0.0f);
if (distance > B3_EPSILON)
{
n = d / distance;
}
// Avoid large corrections
const float32 kMaxCorrection = 0.75f;
separation = b3Clamp(separation, -kMaxCorrection, 0.0f);
b3Vec3 dx1 = separation * n;
// Add position alteration
m_y[i] += dx1;
m_collisions[i].active = true;
m_collisions[i].j = bestIndex;
m_collisions[i].s = separation;
m_collisions[i].n = n;
}
}
}
void b3SpringCloth::Step(float32 h)
{
if (h == 0.0f)
{ {
return; return;
} }
// Detect and store collisions m_shapes[m_shapeCount++] = shape;
UpdateCollisions(); }
u32 size = m_massCount; static B3_FORCE_INLINE void b3MakeTangents(b3Vec3& t1, b3Vec3& t2, const b3Vec3& dv, const b3Vec3& n)
b3MassType* types = m_massTypes; {
u32 spring_size = m_springCount; t1 = dv - b3Dot(dv, n) * n;
if (b3Dot(t1, t1) > B3_EPSILON * B3_EPSILON)
// Add gravity
for (u32 i = 0; i < size; ++i)
{ {
if (types[i] == e_dynamicMass) t1.Normalize();
t2 = b3Cross(t1, n);
}
else
{
t1 = b3Perp(n);
t2 = b3Cross(t1, n);
}
}
void b3SpringCloth::UpdateContacts()
{
for (u32 i = 0; i < m_massCount; ++i)
{
b3MassContact* c = m_contacts + i;
bool wasLocked = c->lockOnSurface;
bool wasSliding = c->slideOnSurface;
b3Sphere s1;
s1.vertex = m_x[i];
s1.radius = m_r;
// Solve the deepest penetration
float32 bestSeparation = 0.0f;
b3Vec3 bestNormal(0.0f, 0.0f, 0.0f);
u32 bestIndex = ~0;
for (u32 j = 0; j < m_shapeCount; ++j)
{
b3Shape* shape = m_shapes[j];
b3Transform xf2;
xf2.SetIdentity();
b3TestSphereOutput output;
if (shape->TestSphere(&output, s1, xf2) == false)
{
continue;
}
if (output.separation < bestSeparation)
{
bestSeparation = output.separation;
bestNormal = output.normal;
bestIndex = j;
}
}
if (bestIndex == ~0)
{
c->Fn = 0.0f;
c->Ft1 = 0.0f;
c->Ft2 = 0.0f;
c->lockOnSurface = false;
c->slideOnSurface = false;
continue;
}
B3_ASSERT(bestSeparation <= 0.0f);
const b3Shape* shape = m_shapes[bestIndex];
float32 s = bestSeparation;
// Ensure the normal points to the shape
b3Vec3 n = -bestNormal;
// Apply position correction
b3Vec3 dx = s * n;
m_y[i] += dx;
// Update contact state
if (wasLocked)
{
// Was the contact force attractive?
if (c->Fn > -B3_FORCE_THRESHOLD)
{
// Terminate the contact.
c->lockOnSurface = false;
continue;
}
// Since the contact force was repulsive
// maintain the acceleration constraint.
c->n = n;
c->j = bestIndex;
c->lockOnSurface = true;
}
else
{
// The contact has began.
c->n = n;
c->Fn = 0.0f;
c->Ft1 = 0.0f;
c->Ft2 = 0.0f;
c->j = bestIndex;
c->lockOnSurface = true;
// Relative velocity
b3Vec3 dv = m_v[i];
b3MakeTangents(c->t1, c->t2, dv, n);
c->slideOnSurface = false;
continue;
}
}
}
void b3SpringCloth::Step(float32 dt)
{
if (dt == 0.0f)
{
return;
}
// Update contacts
UpdateContacts();
// Apply gravity
for (u32 i = 0; i < m_massCount; ++i)
{
if (m_types[i] == e_dynamicMass)
{ {
m_f[i] += m_gravity; m_f[i] += m_gravity;
} }
} }
// Compute non-zero Jacobians Jx, Jv // Solve springs, constraints, and integrate
b3Mat33* Jx = (b3Mat33*)m_allocator->Allocate(spring_size * sizeof(b3Mat33)); b3SpringSolverDef solverDef;
b3SetZero_Jacobian(Jx, spring_size); solverDef.cloth = this;
solverDef.dt = dt;
b3Mat33* Jv = (b3Mat33*)m_allocator->Allocate(spring_size * sizeof(b3Mat33)); b3SpringSolver solver(solverDef);
b3SetZero_Jacobian(Jv, spring_size);
// Compute forces and Jacobians // Constraint forces that are required to satisfy the constraints
for (u32 i = 0; i < m_springCount; ++i) b3Vec3* forces = (b3Vec3*)m_allocator->Allocate(m_massCount * sizeof(b3Vec3));
{
b3Spring* S = m_springs + i;
b3Vec3 x1 = m_x[S->i1]; solver.Solve(forces);
b3Vec3 v1 = m_v[S->i1];
b3Vec3 x2 = m_x[S->i2]; // Store constraint forces for physics logic
b3Vec3 v2 = m_v[S->i2];
// Strech
b3Vec3 dx = x2 - x1;
float32 L = b3Length(dx);
b3Vec3 n = dx;
if (L > 0.0f)
{
n /= L;
}
float32 C = L - S->L0;
// Compute streching forces
b3Vec3 sf1 = -S->ks * C * -n;
b3Vec3 sf2 = -sf1;
m_f[S->i1] += sf1;
m_f[S->i2] += sf2;
// Compute damping forces
b3Vec3 dv = v2 - v1;
b3Vec3 df1 = -S->kd * -dv;
b3Vec3 df2 = -df1;
m_f[S->i1] += df1;
m_f[S->i2] += df2;
b3Mat33 I = b3Mat33_identity;
// Compute Jx11
float32 inv_L = L > 0.0f ? 1.0f / L : 0.0f;
float32 L2 = L * L;
float32 inv_L2 = L2 > 0.0f ? 1.0f / L2 : 0.0f;
// Hessian
// del^2_C / del_x
b3Mat33 H_11 = inv_L * I + inv_L2 * b3Outer(dx, -n);
// del_C / del_x * del_C / del_x^T
b3Mat33 JJ_11 = b3Outer(-n, -n);
b3Mat33 Jx11 = -S->ks * (C * H_11 + JJ_11);
Jx[i] = Jx11;
// Compute Jv11
b3Mat33 Jv11 = -S->kd * I;
Jv[i] = Jv11;
}
// Solve Ax = b
// Compute b
// b = h * (f0 + h * dfdx * v0 + dfdx * y) )
b3Vec3* b = (b3Vec3*) m_allocator->Allocate(size * sizeof(b3Vec3));
// Jx_v = dfdx * v
b3Vec3* Jx_v = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
// b3Mul(Jx_v, dfdx, v, size);
b3Mul_Jacobian(Jx_v, m_v, size, Jx, m_springs, m_springCount);
// Jx_v0y = dfdx * y
b3Vec3* Jx_y = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
// b3Mul(Jx_y, dfdx, y, size);
b3Mul_Jacobian(Jx_y, m_y, size, Jx, m_springs, m_springCount);
// b = h * (f0 + h * Jx_v + Jx_y )
for (u32 i = 0; i < size; ++i)
{
b[i] = h * (m_f[i] + h * Jx_v[i] + Jx_y[i]);
}
m_allocator->Free(Jx_y);
m_allocator->Free(Jx_v);
// Solve Ax = b
b3Vec3* z = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Vec3* dv = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Vec3* Adv = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Vec3* r = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Vec3* c = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Vec3* q = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Vec3* s = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Vec3* P = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Vec3* inv_P = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
// Compute z
b3Make_z(z, size, types, m_collisions);
// dv = z
b3Copy(dv, z, size);
// Adv = A * dv
// b3Mul(Adv, A, dv, size);
b3Mul_A(Adv, dv, size, m_allocator, m_inv_m, h, Jx, Jv, m_springs, m_springCount);
// Compute P, P^-1
// We compute A because P = diag(A)^-1
// Note this is not necessary, and should be optimized as soon
// as possible.
// A = M - h * dfdv - h * h * dfdx
b3Mat33* A = (b3Mat33*)m_allocator->Allocate(size * size * sizeof(b3Mat33));
// A = 0
b3SetZero(A, size);
// Compute dfdx, dfdv
b3Mat33* dfdx = (b3Mat33*)m_allocator->Allocate(size * size * sizeof(b3Mat33));
b3SetZero(dfdx, size);
b3Mat33* dfdv = (b3Mat33*)m_allocator->Allocate(size * size * sizeof(b3Mat33));
b3SetZero(dfdv, size);
for (u32 i = 0; i < m_springCount; ++i)
{
b3Spring* S = m_springs + i;
b3Mat33 Jx11 = Jx[i];
b3Mat33 Jx12 = -Jx11;
b3Mat33 Jx21 = Jx12;
b3Mat33 Jx22 = Jx11;
dfdx[B3_INDEX(S->i1, S->i1, size)] += Jx11;
dfdx[B3_INDEX(S->i1, S->i2, size)] += Jx12;
dfdx[B3_INDEX(S->i2, S->i1, size)] += Jx21;
dfdx[B3_INDEX(S->i2, S->i2, size)] += Jx22;
b3Mat33 Jv11 = Jv[i];
b3Mat33 Jv12 = -Jv11;
b3Mat33 Jv21 = Jv12;
b3Mat33 Jv22 = Jv11;
dfdv[B3_INDEX(S->i1, S->i1, size)] += Jv11;
dfdv[B3_INDEX(S->i1, S->i2, size)] += Jv12;
dfdv[B3_INDEX(S->i2, S->i1, size)] += Jv21;
dfdv[B3_INDEX(S->i2, S->i2, size)] += Jv22;
}
// A += M
for (u32 i = 0; i < size; ++i)
{
float32 m = 1.0f / m_inv_m[i];
A[B3_INDEX(i, i, size)] += b3Diagonal(m);
}
// A += - h * dfdv - h * h * dfdx
for (u32 i = 0; i < size; ++i)
{
for (u32 j = 0; j < size; ++j)
{
A[B3_INDEX(i, j, size)] += (-h * dfdv[B3_INDEX(i, j, size)]) + (-h * h * dfdx[B3_INDEX(i, j, size)]);
}
}
for (u32 i = 0; i < size; ++i)
{
b3Mat33 D = A[B3_INDEX(i, i, size)];
B3_ASSERT(D[0][0] != 0.0f);
B3_ASSERT(D[1][1] != 0.0f);
B3_ASSERT(D[2][2] != 0.0f);
P[i] = b3Vec3(1.0f / D[0][0], 1.0f / D[1][1], 1.0f / D[2][2]);
inv_P[i] = b3Vec3(D[0][0], D[1][1], D[2][2]);
}
m_allocator->Free(dfdv);
m_allocator->Free(dfdx);
m_allocator->Free(A);
// eps0 = dot( filter(b), P * filter(b) )
b3Vec3* filter_b = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Filter(filter_b, b, size, types, m_collisions);
b3Vec3* P_filter_b = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
for (u32 i = 0; i < size; ++i)
{
P_filter_b[i][0] = P[i][0] * filter_b[i][0];
P_filter_b[i][1] = P[i][1] * filter_b[i][1];
P_filter_b[i][2] = P[i][2] * filter_b[i][2];
}
float32 eps0 = b3Dot(filter_b, P_filter_b, size);
m_allocator->Free(P_filter_b);
m_allocator->Free(filter_b);
// r = filter(b - Adv)
b3Sub(r, b, Adv, size);
b3Filter(r, r, size, types, m_collisions);
// c = filter(P^-1 * r)
for (u32 i = 0; i < m_massCount; ++i) for (u32 i = 0; i < m_massCount; ++i)
{ {
c[i][0] = inv_P[i][0] * r[i][0]; b3Vec3 force = forces[i];
c[i][1] = inv_P[i][1] * r[i][1];
c[i][2] = inv_P[i][2] * r[i][2];
}
b3Filter(c, c, size, types, m_collisions);
// epsNew = dot(r, c) b3MassContact* contact = m_contacts + i;
float32 epsNew = b3Dot(r, c, size);
// This is in [0, 1] // Signed normal force magnitude
// Making it smaller can increase accuracy, but it might increase the number contact->Fn = b3Dot(force, contact->n);
// of iterations to be taken by the solver.
const float32 kTol = 0.25f;
// Limit number of iterations to prevent cycling. // Signed tangent forces magnitude
const u32 kMaxIters = 200; contact->Ft1 = b3Dot(force, contact->t1);
contact->Ft2 = b3Dot(force, contact->t2);
// Main iteration loop.
u32 iter = 0;
while (iter < kMaxIters && epsNew > kTol * kTol * eps0)
{
// q = filter(A * c)
// b3Mul(q, A, c, size);
b3Mul_A(q, c, size, m_allocator, m_inv_m, h, Jx, Jv, m_springs, m_springCount);
b3Filter(q, q, size, types, m_collisions);
// alpha = epsNew / dot(c, q)
float32 alpha = epsNew / b3Dot(c, q, size);
// x = x + alpha * c
for (u32 i = 0; i < m_massCount; ++i)
{
dv[i] = dv[i] + alpha * c[i];
}
// r = r - alpha * q
for (u32 i = 0; i < m_massCount; ++i)
{
r[i] = r[i] - alpha * q[i];
}
// s = inv_P * r
for (u32 i = 0; i < m_massCount; ++i)
{
s[i][0] = inv_P[i][0] * r[i][0];
s[i][1] = inv_P[i][1] * r[i][1];
s[i][2] = inv_P[i][2] * r[i][2];
}
// epsOld = epsNew
float32 epsOld = epsNew;
// epsNew = dot(r, s)
epsNew = b3Dot(r, s, size);
// beta = epsNew / epsOld
float32 beta = epsNew / epsOld;
// c = filter(s + beta * c)
for (u32 i = 0; i < m_massCount; ++i)
{
c[i] = s[i] + beta * c[i];
}
b3Filter(c, c, size, types, m_collisions);
++iter;
} }
m_step.iterations = iter; m_allocator->Free(forces);
// Update state // Clear position correction
for (u32 i = 0; i < m_massCount; ++i) for (u32 i = 0; i < m_massCount; ++i)
{ {
m_v[i] += dv[i]; m_y[i].SetZero();
m_x[i] += h * m_v[i] + m_y[i];
} }
// Clear forces // Clear forces
@ -793,25 +360,6 @@ void b3SpringCloth::Step(float32 h)
{ {
m_f[i].SetZero(); m_f[i].SetZero();
} }
// Clear position alteration
for (u32 i = 0; i < m_massCount; ++i)
{
m_y[i].SetZero();
}
m_allocator->Free(inv_P);
m_allocator->Free(P);
m_allocator->Free(s);
m_allocator->Free(q);
m_allocator->Free(c);
m_allocator->Free(r);
m_allocator->Free(Adv);
m_allocator->Free(dv);
m_allocator->Free(z);
m_allocator->Free(b);
m_allocator->Free(Jv);
m_allocator->Free(Jx);
} }
void b3SpringCloth::Apply() const void b3SpringCloth::Apply() const
@ -824,16 +372,25 @@ void b3SpringCloth::Apply() const
void b3SpringCloth::Draw(b3Draw* draw) const void b3SpringCloth::Draw(b3Draw* draw) const
{ {
for (u32 i = 0; i < m_sphereCount; ++i)
{
draw->DrawSolidSphere(m_spheres[i].vertex, m_spheres[i].radius, b3Color_white);
}
const b3Mesh* m = m_mesh; const b3Mesh* m = m_mesh;
for (u32 i = 0; i < m->vertexCount; ++i) for (u32 i = 0; i < m->vertexCount; ++i)
{ {
draw->DrawPoint(m_x[i], 2.0f, b3Color_green); if (m_contacts[i].lockOnSurface)
{
if (m_contacts[i].Fn > -B3_FORCE_THRESHOLD)
{
draw->DrawPoint(m_x[i], 6.0f, b3Color_yellow);
}
else
{
draw->DrawPoint(m_x[i], 6.0f, b3Color_red);
}
}
else
{
draw->DrawPoint(m_x[i], 6.0f, b3Color_green);
}
} }
for (u32 i = 0; i < m->triangleCount; ++i) for (u32 i = 0; i < m->triangleCount; ++i)

722
src/bounce/dynamics/cloth/spring_solver.cpp Normal file
View File

@ -0,0 +1,722 @@
/*
* Copyright (c) 2016-2016 Irlan Robson http://www.irlan.net
*
* This software is provided 'as-is', without any express or implied
* warranty. In no event will the authors be held liable for any damages
* arising from the use of this software.
* Permission is granted to anyone to use this software for any purpose,
* including commercial applications, and to alter it and redistribute it
* freely, subject to the following restrictions:
* 1. The origin of this software must not be misrepresented; you must not
* claim that you wrote the original software. If you use this software
* in a product, an acknowledgment in the product documentation would be
* appreciated but is not required.
* 2. Altered source versions must be plainly marked as such, and must not be
* misrepresented as being the original software.
* 3. This notice may not be removed or altered from any source distribution.
*/
#include <bounce/dynamics/cloth/spring_solver.h>
#include <bounce/dynamics/cloth/spring_cloth.h>
#include <bounce/common/memory/stack_allocator.h>
// Here, we solve Ax = b using the Modified Conjugate Gradient method.
// This work is based on the paper "Large Steps in Cloth Simulation - David Baraff, Andrew Witkin".
// Enable preconditioning. It can be slow, depending on
// how the preconditioning matrix is computed, but it can help
// to increase convergence.
bool b3_enablePrecontitioning = false;
b3SpringSolver::b3SpringSolver(const b3SpringSolverDef& def)
{
m_cloth = def.cloth;
m_h = def.dt;
m_iterations = 0;
m_Jx = nullptr;
m_Jv = nullptr;
m_allocator = m_cloth->m_allocator;
m_x = m_cloth->m_x;
m_v = m_cloth->m_v;
m_f = m_cloth->m_f;
m_inv_m = m_cloth->m_inv_m;
m_y = m_cloth->m_y;
m_types = m_cloth->m_types;
m_massCount = m_cloth->m_massCount;
m_contacts = m_cloth->m_contacts;
m_springs = m_cloth->m_springs;
m_springCount = m_cloth->m_springCount;
}
b3SpringSolver::~b3SpringSolver()
{
}
void b3SpringSolver::Solve(b3Vec3* f)
{
u32 size = m_massCount;
b3MassType* types = m_types;
u32 spring_size = m_springCount;
m_Jx = (b3Mat33*)m_allocator->Allocate(spring_size * sizeof(b3Mat33));
m_Jv = (b3Mat33*)m_allocator->Allocate(spring_size * sizeof(b3Mat33));
// Compute and apply spring forces, store their unique derivatives.
InitializeSpringForces();
// Integrate
// Solve Ax = b, where
// A = M - h * dfdv - h * h * dfdx
// b = h * (f0 + h * dfdx * v0 + dfdx * y)
//
b3Vec3* b = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
Compute_b(b);
//
b3Vec3* x = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
// Solve Ax = b
if (b3_enablePrecontitioning)
{
Solve_MPCG(x, f, m_iterations, b);
}
else
{
Solve_MCG(x, f, m_iterations, b);
}
// Update state
for (u32 i = 0; i < m_massCount; ++i)
{
m_v[i] += x[i];
// dx = h * (v0 + dv) + y = h * v1 + y
m_x[i] += m_h * m_v[i] + m_y[i];
}
m_allocator->Free(x);
m_allocator->Free(b);
m_allocator->Free(m_Jv);
m_allocator->Free(m_Jx);
m_Jv = nullptr;
m_Jx = nullptr;
}
// This outputs the desired acceleration of the masses in the constrained
// directions.
static B3_FORCE_INLINE void b3Compute_z(b3Vec3* out,
u32 size, const b3MassType* types, const b3MassContact* contacts)
{
for (u32 i = 0; i < size; ++i)
{
switch (types[i])
{
case e_staticMass:
{
out[i].SetZero();
break;
}
case e_dynamicMass:
{
if (contacts[i].lockOnSurface)
{
out[i].SetZero();
break;
}
out[i].SetZero();
break;
}
default:
{
B3_ASSERT(false);
break;
}
}
}
}
static B3_FORCE_INLINE void b3Filter(b3Vec3* out,
const b3Vec3* v, u32 size, const b3MassType* types, const b3MassContact* contacts)
{
for (u32 i = 0; i < size; ++i)
{
switch (types[i])
{
case e_staticMass:
{
out[i].SetZero();
break;
}
case e_dynamicMass:
{
if (contacts[i].lockOnSurface)
{
b3Vec3 n = contacts[i].n;
b3Mat33 S = b3Mat33_identity - b3Outer(n, n);
out[i] = S * v[i];
break;
}
out[i] = v[i];
break;
}
default:
{
B3_ASSERT(false);
break;
}
}
}
}
static B3_FORCE_INLINE void b3SetZero(b3Vec3* out, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i].SetZero();
}
}
static B3_FORCE_INLINE void b3Copy(b3Vec3* out, const b3Vec3* v, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i] = v[i];
}
}
static B3_FORCE_INLINE void b3Add(b3Vec3* out, const b3Vec3* a, const b3Vec3* b, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i] = a[i] + b[i];
}
}
static B3_FORCE_INLINE void b3Sub(b3Vec3* out, const b3Vec3* a, const b3Vec3* b, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i] = a[i] - b[i];
}
}
static B3_FORCE_INLINE float32 b3Dot(const b3Vec3* a, const b3Vec3* b, u32 size)
{
float32 result = 0.0f;
for (u32 i = 0; i < size; ++i)
{
result += b3Dot(a[i], b[i]);
}
return result;
}
#define B3_INDEX(i, j, size) (i + j * size)
static B3_FORCE_INLINE void b3SetZero(b3Mat33* out, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
for (u32 j = 0; j < size; ++j)
{
out[B3_INDEX(i, j, size)].SetZero();
}
}
}
static B3_FORCE_INLINE void b3Mul(b3Vec3* out, const b3Mat33* M, const b3Vec3* v, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i].SetZero();
for (u32 j = 0; j < size; ++j)
{
out[i] += M[B3_INDEX(i, j, size)] * v[j];
}
}
}
// J = dfdx or dvdx
static B3_FORCE_INLINE void b3Mul_Jacobian(b3Vec3* out, const b3Vec3* v, u32 mass_size,
const b3Mat33* J_ii, const b3Spring* springs, u32 spring_size)
{
b3SetZero(out, mass_size);
for (u32 i = 0; i < spring_size; ++i)
{
const b3Spring* S = springs + i;
u32 i1 = S->i1;
u32 i2 = S->i2;
b3Mat33 J_11 = J_ii[i];
b3Mat33 J_12 = -J_11;
b3Mat33 J_21 = J_12;
b3Mat33 J_22 = J_11;
out[i1] += J_11 * v[i1] + J_12 * v[i2];
out[i2] += J_21 * v[i1] + J_22 * v[i2];
}
}
static B3_FORCE_INLINE void b3SetZero_Jacobian(b3Mat33* out, u32 size)
{
for (u32 i = 0; i < size; ++i)
{
out[i].SetZero();
}
}
// A = M - h * dfdv - h * h * dfdx
// A * v = (M - h * dfdv - h * h * dfdx) * v = M * v + (-h * dfdv * v) + (-h * h * dfdx * v)
static B3_FORCE_INLINE void b3Mul_A(b3Vec3* out, const b3Vec3* v, u32 mass_size,
b3StackAllocator* allocator,
const float32* inv_m, float32 h, const b3Mat33* Jx, const b3Mat33* Jv, const b3Spring* springs, u32 spring_size)
{
// v1 = M * v
b3Vec3* v1 = (b3Vec3*)allocator->Allocate(mass_size * sizeof(b3Vec3));
for (u32 i = 0; i < mass_size; ++i)
{
float32 m = inv_m[i] != 0.0f ? 1.0f / inv_m[i] : 0.0f;
v1[i] = m * v[i];
}
// v2 = (-h * dfdv * v)
b3Vec3* v2 = (b3Vec3*)allocator->Allocate(mass_size * sizeof(b3Vec3));
b3Mul_Jacobian(v2, v, mass_size, Jv, springs, spring_size);
for (u32 i = 0; i < mass_size; ++i)
{
v2[i] *= -h;
}
// v3 = (-h * h * dfdx * v)
b3Vec3* v3 = (b3Vec3*)allocator->Allocate(mass_size * sizeof(b3Vec3));
b3Mul_Jacobian(v3, v, mass_size, Jx, springs, spring_size);
for (u32 i = 0; i < mass_size; ++i)
{
v3[i] *= -h * h;
}
// v = v1 + v2 + v3
for (u32 i = 0; i < mass_size; ++i)
{
out[i] = v1[i] + v2[i] + v3[i];
}
allocator->Free(v3);
allocator->Free(v2);
allocator->Free(v1);
}
void b3SpringSolver::InitializeSpringForces()
{
u32 size = m_massCount;
u32 spring_size = m_springCount;
// Zero Jacobians
b3SetZero_Jacobian(m_Jx, spring_size);
b3SetZero_Jacobian(m_Jv, spring_size);
// Compute forces and Jacobians
for (u32 i = 0; i < spring_size; ++i)
{
b3Spring* S = m_springs + i;
b3Vec3 x1 = m_x[S->i1];
b3Vec3 v1 = m_v[S->i1];
b3Vec3 x2 = m_x[S->i2];
b3Vec3 v2 = m_v[S->i2];
// Strech
b3Vec3 dx = x2 - x1;
float32 L = b3Length(dx);
b3Vec3 n = dx;
if (L > 0.0f)
{
n /= L;
}
float32 C = L - S->L0;
// Compute streching forces
b3Vec3 sf1 = -S->ks * C * -n;
b3Vec3 sf2 = -sf1;
m_f[S->i1] += sf1;
m_f[S->i2] += sf2;
// Compute damping forces
b3Vec3 dv = v2 - v1;
b3Vec3 df1 = -S->kd * -dv;
b3Vec3 df2 = -df1;
m_f[S->i1] += df1;
m_f[S->i2] += df2;
b3Mat33 I = b3Mat33_identity;
// Compute Jx11
float32 inv_L = L > 0.0f ? 1.0f / L : 0.0f;
float32 L2 = L * L;
float32 inv_L2 = L2 > 0.0f ? 1.0f / L2 : 0.0f;
// Hessian
// del^2_C / del_x
b3Mat33 H_11 = inv_L * I + inv_L2 * b3Outer(dx, -n);
// del_C / del_x * del_C / del_x^T
b3Mat33 JJ_11 = b3Outer(-n, -n);
b3Mat33 Jx11 = -S->ks * (C * H_11 + JJ_11);
m_Jx[i] = Jx11;
// Compute Jv11
b3Mat33 Jv11 = -S->kd * I;
m_Jv[i] = Jv11;
}
}
void b3SpringSolver::Compute_b(b3Vec3* b) const
{
float32 h = m_h;
u32 size = m_massCount;
// Jx_v = dfdx * v
b3Vec3* Jx_v = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Mul_Jacobian(Jx_v, m_v, size, m_Jx, m_springs, m_springCount);
// Jx_y = dfdx * y
b3Vec3* Jx_y = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Mul_Jacobian(Jx_y, m_y, size, m_Jx, m_springs, m_springCount);
// b = h * (f0 + h * Jx_v + Jx_y )
for (u32 i = 0; i < size; ++i)
{
b[i] = h * (m_f[i] + h * Jx_v[i] + Jx_y[i]);
}
m_allocator->Free(Jx_y);
m_allocator->Free(Jx_v);
}
void b3SpringSolver::Solve_MCG(b3Vec3* dv, b3Vec3* e, u32& iterations, const b3Vec3* b) const
{
// dv = z
b3Compute_z(dv, m_massCount, m_types, m_contacts);
// r = filter(b - Adv)
b3Vec3* r = (b3Vec3*)m_allocator->Allocate(m_massCount * sizeof(b3Vec3));
// Adv = A * dv
b3Vec3* Adv = (b3Vec3*)m_allocator->Allocate(m_massCount * sizeof(b3Vec3));
b3Mul_A(Adv, dv, m_massCount, m_allocator, m_inv_m, m_h, m_Jx, m_Jv, m_springs, m_springCount);
b3Sub(r, b, Adv, m_massCount);
b3Filter(r, r, m_massCount, m_types, m_contacts);
m_allocator->Free(Adv);
// c = r
b3Vec3* c = (b3Vec3*)m_allocator->Allocate(m_massCount * sizeof(b3Vec3));
b3Copy(c, r, m_massCount);
// eps0 = dot(f, f)
float32 eps0 = b3Dot(r, r, m_massCount);
// epsNew = dot(r, r)
float32 epsNew = eps0;
// [0, 1]
const float32 kTol = 0.25f;
// Limit number of iterations to prevent cycling.
const u32 kMaxIters = 100;
// Main iteration loop.
u32 iter = 0;
while (iter < kMaxIters && epsNew > kTol * kTol * eps0)
{
// q = filter(A * c)
b3Vec3* q = (b3Vec3*)m_allocator->Allocate(m_massCount * sizeof(b3Vec3));
b3Mul_A(q, c, m_massCount, m_allocator, m_inv_m, m_h, m_Jx, m_Jv, m_springs, m_springCount);
b3Filter(q, q, m_massCount, m_types, m_contacts);
// alpha = epsNew / dot(c, q)
float32 alpha_den = b3Dot(c, q, m_massCount);
float32 alpha = epsNew / alpha_den;
// dv = dv + alpha * c
for (u32 i = 0; i < m_massCount; ++i)
{
dv[i] = dv[i] + alpha * c[i];
}
// r = r - alpha * q
for (u32 i = 0; i < m_massCount; ++i)
{
r[i] = r[i] - alpha * q[i];
}
m_allocator->Free(q);
// epsOld = epsNew
float32 epsOld = epsNew;
// epsNew = dot(r, r)
epsNew = b3Dot(r, r, m_massCount);
float32 beta = epsNew / epsOld;
// c = filter(r + beta * c)
for (u32 i = 0; i < m_massCount; ++i)
{
c[i] = r[i] + beta * c[i];
}
b3Filter(c, c, m_massCount, m_types, m_contacts);
++iter;
}
m_allocator->Free(c);
m_allocator->Free(r);
iterations = iter;
// f = A * dv - b
b3Mul_A(e, dv, m_massCount, m_allocator, m_inv_m, m_h, m_Jx, m_Jv, m_springs, m_springCount);
b3Sub(e, e, b, m_massCount);
}
static void B3_FORCE_INLINE b3Make_A(b3Mat33* A,
const b3Mat33* Jx, const b3Mat33* Jv, u32 size,
b3StackAllocator* allocator, float32 h, float32* inv_m,
const b3Spring* springs, u32 spring_size)
{
// A = M - h * dfdv - h * h * dfdx
// A = 0
b3SetZero(A, size);
// Compute dfdx, dfdv
b3Mat33* dfdx = (b3Mat33*)allocator->Allocate(size * size * sizeof(b3Mat33));
b3SetZero(dfdx, size);
b3Mat33* dfdv = (b3Mat33*)allocator->Allocate(size * size * sizeof(b3Mat33));
b3SetZero(dfdv, size);
for (u32 i = 0; i < spring_size; ++i)
{
const b3Spring* S = springs + i;
b3Mat33 Jx11 = Jx[i];
b3Mat33 Jx12 = -Jx11;
b3Mat33 Jx21 = Jx12;
b3Mat33 Jx22 = Jx11;
dfdx[B3_INDEX(S->i1, S->i1, size)] += Jx11;
dfdx[B3_INDEX(S->i1, S->i2, size)] += Jx12;
dfdx[B3_INDEX(S->i2, S->i1, size)] += Jx21;
dfdx[B3_INDEX(S->i2, S->i2, size)] += Jx22;
b3Mat33 Jv11 = Jv[i];
b3Mat33 Jv12 = -Jv11;
b3Mat33 Jv21 = Jv12;
b3Mat33 Jv22 = Jv11;
dfdv[B3_INDEX(S->i1, S->i1, size)] += Jv11;
dfdv[B3_INDEX(S->i1, S->i2, size)] += Jv12;
dfdv[B3_INDEX(S->i2, S->i1, size)] += Jv21;
dfdv[B3_INDEX(S->i2, S->i2, size)] += Jv22;
}
// A += M
for (u32 i = 0; i < size; ++i)
{
B3_ASSERT(inv_m[i] != 0.0f);
float32 m = 1.0f / inv_m[i];
A[B3_INDEX(i, i, size)] += b3Diagonal(m);
}
// A += - h * dfdv - h * h * dfdx
for (u32 i = 0; i < size; ++i)
{
for (u32 j = 0; j < size; ++j)
{
A[B3_INDEX(i, j, size)] += (-h * dfdv[B3_INDEX(i, j, size)]) + (-h * h * dfdx[B3_INDEX(i, j, size)]);
}
}
allocator->Free(dfdv);
allocator->Free(dfdx);
}
void b3SpringSolver::Solve_MPCG(b3Vec3* dv, b3Vec3* e, u32& iterations, const b3Vec3* b) const
{
u32 size = m_massCount;
b3MassType* types = m_types;
u32 spring_size = m_springCount;
b3Vec3* r = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Vec3* c = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Vec3* s = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Vec3* inv_P = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
// dv = z
b3Compute_z(dv, size, types, m_contacts);
// P = diag(A)^-1
b3Vec3* P = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
// A = M - h * dfdv - h * h * dfdx
b3Mat33* A = (b3Mat33*)m_allocator->Allocate(size * size * sizeof(b3Mat33));
b3Make_A(A, m_Jx, m_Jv, size, m_allocator, m_h, m_inv_m, m_springs, m_springCount);
// Compute P, P^-1
// @todo Optimize so we don't need to compute A.
for (u32 i = 0; i < size; ++i)
{
b3Mat33 D = A[B3_INDEX(i, i, size)];
B3_ASSERT(D[0][0] != 0.0f);
B3_ASSERT(D[1][1] != 0.0f);
B3_ASSERT(D[2][2] != 0.0f);
P[i] = b3Vec3(1.0f / D[0][0], 1.0f / D[1][1], 1.0f / D[2][2]);
inv_P[i] = b3Vec3(D[0][0], D[1][1], D[2][2]);
}
m_allocator->Free(A);
// eps0 = dot( filter(b), P * filter(b) )
b3Vec3* filter_b = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Filter(filter_b, b, size, types, m_contacts);
b3Vec3* P_filter_b = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
for (u32 i = 0; i < size; ++i)
{
P_filter_b[i][0] = P[i][0] * filter_b[i][0];
P_filter_b[i][1] = P[i][1] * filter_b[i][1];
P_filter_b[i][2] = P[i][2] * filter_b[i][2];
}
float32 eps0 = b3Dot(filter_b, P_filter_b, size);
m_allocator->Free(P_filter_b);
m_allocator->Free(filter_b);
m_allocator->Free(P);
// r = filter(b - Adv)
// Adv = A * dv
b3Vec3* Adv = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Mul_A(Adv, dv, size, m_allocator, m_inv_m, m_h, m_Jx, m_Jv, m_springs, m_springCount);
b3Sub(r, b, Adv, size);
m_allocator->Free(Adv);
b3Filter(r, r, size, types, m_contacts);
// c = filter(P^-1 * r)
for (u32 i = 0; i < m_massCount; ++i)
{
c[i][0] = inv_P[i][0] * r[i][0];
c[i][1] = inv_P[i][1] * r[i][1];
c[i][2] = inv_P[i][2] * r[i][2];
}
b3Filter(c, c, size, types, m_contacts);
// epsNew = dot(r, c)
float32 epsNew = b3Dot(r, c, size);
// [0, 1]
const float32 kTol = 0.25f;
// Limit number of iterations to prevent cycling.
const u32 kMaxIters = 100;
// Main iteration loop.
u32 iter = 0;
while (iter < kMaxIters && epsNew > kTol * kTol * eps0)
{
// q = filter(A * c)
b3Vec3* q = (b3Vec3*)m_allocator->Allocate(size * sizeof(b3Vec3));
b3Mul_A(q, c, size, m_allocator, m_inv_m, m_h, m_Jx, m_Jv, m_springs, m_springCount);
b3Filter(q, q, size, types, m_contacts);
// alpha = epsNew / dot(c, q)
float32 alpha = epsNew / b3Dot(c, q, size);
// x = x + alpha * c
for (u32 i = 0; i < m_massCount; ++i)
{
dv[i] = dv[i] + alpha * c[i];
}
// r = r - alpha * q
for (u32 i = 0; i < m_massCount; ++i)
{
r[i] = r[i] - alpha * q[i];
}
m_allocator->Free(q);
// s = inv_P * r
for (u32 i = 0; i < m_massCount; ++i)
{
s[i][0] = inv_P[i][0] * r[i][0];
s[i][1] = inv_P[i][1] * r[i][1];
s[i][2] = inv_P[i][2] * r[i][2];
}
// epsOld = epsNew
float32 epsOld = epsNew;
// epsNew = dot(r, s)
epsNew = b3Dot(r, s, size);
// beta = epsNew / epsOld
float32 beta = epsNew / epsOld;
// c = filter(s + beta * c)
for (u32 i = 0; i < m_massCount; ++i)
{
c[i] = s[i] + beta * c[i];
}
b3Filter(c, c, size, types, m_contacts);
++iter;
}
m_allocator->Free(inv_P);
m_allocator->Free(s);
m_allocator->Free(c);
m_allocator->Free(r);
iterations = iter;
// Residual error
// f = A * x - b
b3Mul_A(e, dv, size, m_allocator, m_inv_m, m_h, m_Jx, m_Jv, m_springs, spring_size);
b3Sub(e, e, b, size);
}