gursoy_atun_layout.hpp
来自「support vector clustering for vc++」· HPP 代码 · 共 632 行 · 第 1/2 页
HPP
632 行
const Topology& space,
PositionMap position)
{
gursoy_atun_layout(graph, space, position, num_vertices(graph));
}
template<typename VertexListAndIncidenceGraph, typename Topology,
typename PositionMap, typename P, typename T, typename R>
void
gursoy_atun_layout(const VertexListAndIncidenceGraph& graph,
const Topology& space,
PositionMap position,
const bgl_named_params<P,T,R>& params)
{
#ifndef BOOST_NO_STDC_NAMESPACE
using std::sqrt;
#endif
std::pair<double, double> diam(sqrt(double(num_vertices(graph))), 1.0);
std::pair<double, double> learn(0.8, 0.2);
gursoy_atun_layout(graph, space, position,
choose_param(get_param(params, iterations_t()),
num_vertices(graph)),
choose_param(get_param(params, diameter_range_t()),
diam).first,
choose_param(get_param(params, diameter_range_t()),
diam).second,
choose_param(get_param(params, learning_constant_range_t()),
learn).first,
choose_param(get_param(params, learning_constant_range_t()),
learn).second,
choose_const_pmap(get_param(params, vertex_index), graph,
vertex_index),
choose_param(get_param(params, edge_weight),
dummy_property_map()));
}
/***********************************************************
* Topologies *
***********************************************************/
template<std::size_t Dims>
class convex_topology
{
struct point
{
point() { }
double& operator[](std::size_t i) {return values[i];}
const double& operator[](std::size_t i) const {return values[i];}
private:
double values[Dims];
};
public:
typedef point point_type;
double distance(point a, point b) const
{
double dist = 0;
for (std::size_t i = 0; i < Dims; ++i) {
double diff = b[i] - a[i];
dist += diff * diff;
}
// Exact properties of the distance are not important, as long as
// < on what this returns matches real distances
return dist;
}
point move_position_toward(point a, double fraction, point b) const
{
point result;
for (std::size_t i = 0; i < Dims; ++i)
result[i] = a[i] + (b[i] - a[i]) * fraction;
return result;
}
};
template<std::size_t Dims,
typename RandomNumberGenerator = minstd_rand>
class hypercube_topology : public convex_topology<Dims>
{
typedef uniform_01<RandomNumberGenerator, double> rand_t;
public:
typedef typename convex_topology<Dims>::point_type point_type;
explicit hypercube_topology(double scaling = 1.0)
: gen_ptr(new RandomNumberGenerator), rand(new rand_t(*gen_ptr)),
scaling(scaling)
{ }
hypercube_topology(RandomNumberGenerator& gen, double scaling = 1.0)
: gen_ptr(), rand(new rand_t(gen)), scaling(scaling) { }
point_type random_point() const
{
point_type p;
for (std::size_t i = 0; i < Dims; ++i)
p[i] = (*rand)() * scaling;
return p;
}
private:
shared_ptr<RandomNumberGenerator> gen_ptr;
shared_ptr<rand_t> rand;
double scaling;
};
template<typename RandomNumberGenerator = minstd_rand>
class square_topology : public hypercube_topology<2, RandomNumberGenerator>
{
typedef hypercube_topology<2, RandomNumberGenerator> inherited;
public:
explicit square_topology(double scaling = 1.0) : inherited(scaling) { }
square_topology(RandomNumberGenerator& gen, double scaling = 1.0)
: inherited(gen, scaling) { }
};
template<typename RandomNumberGenerator = minstd_rand>
class cube_topology : public hypercube_topology<3, RandomNumberGenerator>
{
typedef hypercube_topology<3, RandomNumberGenerator> inherited;
public:
explicit cube_topology(double scaling = 1.0) : inherited(scaling) { }
cube_topology(RandomNumberGenerator& gen, double scaling = 1.0)
: inherited(gen, scaling) { }
};
template<std::size_t Dims,
typename RandomNumberGenerator = minstd_rand>
class ball_topology : public convex_topology<Dims>
{
typedef uniform_01<RandomNumberGenerator, double> rand_t;
public:
typedef typename convex_topology<Dims>::point_type point_type;
explicit ball_topology(double radius = 1.0)
: gen_ptr(new RandomNumberGenerator), rand(new rand_t(*gen_ptr)),
radius(radius)
{ }
ball_topology(RandomNumberGenerator& gen, double radius = 1.0)
: gen_ptr(), rand(new rand_t(gen)), radius(radius) { }
point_type random_point() const
{
point_type p;
double dist_sum;
do {
dist_sum = 0.0;
for (std::size_t i = 0; i < Dims; ++i) {
double x = (*rand)() * 2*radius - radius;
p[i] = x;
dist_sum += x * x;
}
} while (dist_sum > radius*radius);
return p;
}
private:
shared_ptr<RandomNumberGenerator> gen_ptr;
shared_ptr<rand_t> rand;
double radius;
};
template<typename RandomNumberGenerator = minstd_rand>
class circle_topology : public ball_topology<2, RandomNumberGenerator>
{
typedef ball_topology<2, RandomNumberGenerator> inherited;
public:
explicit circle_topology(double radius = 1.0) : inherited(radius) { }
circle_topology(RandomNumberGenerator& gen, double radius = 1.0)
: inherited(gen, radius) { }
};
template<typename RandomNumberGenerator = minstd_rand>
class sphere_topology : public ball_topology<3, RandomNumberGenerator>
{
typedef ball_topology<3, RandomNumberGenerator> inherited;
public:
explicit sphere_topology(double radius = 1.0) : inherited(radius) { }
sphere_topology(RandomNumberGenerator& gen, double radius = 1.0)
: inherited(gen, radius) { }
};
template<typename RandomNumberGenerator = minstd_rand>
class heart_topology
{
// Heart is defined as the union of three shapes:
// Square w/ corners (+-1000, -1000), (0, 0), (0, -2000)
// Circle centered at (-500, -500) radius 500*sqrt(2)
// Circle centered at (500, -500) radius 500*sqrt(2)
// Bounding box (-1000, -2000) - (1000, 500*(sqrt(2) - 1))
struct point
{
point() { values[0] = 0.0; values[1] = 0.0; }
point(double x, double y) { values[0] = x; values[1] = y; }
double& operator[](std::size_t i) { return values[i]; }
double operator[](std::size_t i) const { return values[i]; }
private:
double values[2];
};
bool in_heart(point p) const
{
#ifndef BOOST_NO_STDC_NAMESPACE
using std::abs;
using std::pow;
#endif
if (p[1] < abs(p[0]) - 2000) return false; // Bottom
if (p[1] <= -1000) return true; // Diagonal of square
if (pow(p[0] - -500, 2) + pow(p[1] - -500, 2) <= 500000)
return true; // Left circle
if (pow(p[0] - 500, 2) + pow(p[1] - -500, 2) <= 500000)
return true; // Right circle
return false;
}
bool segment_within_heart(point p1, point p2) const
{
// Assumes that p1 and p2 are within the heart
if ((p1[0] < 0) == (p2[0] < 0)) return true; // Same side of symmetry line
if (p1[0] == p2[0]) return true; // Vertical
double slope = (p2[1] - p1[1]) / (p2[0] - p1[0]);
double intercept = p1[1] - p1[0] * slope;
if (intercept > 0) return false; // Crosses between circles
return true;
}
typedef uniform_01<RandomNumberGenerator, double> rand_t;
public:
typedef point point_type;
heart_topology()
: gen_ptr(new RandomNumberGenerator), rand(new rand_t(*gen_ptr)) { }
heart_topology(RandomNumberGenerator& gen)
: gen_ptr(), rand(new rand_t(gen)) { }
point random_point() const
{
#ifndef BOOST_NO_STDC_NAMESPACE
using std::sqrt;
#endif
point result;
double sqrt2 = sqrt(2.);
do {
result[0] = (*rand)() * (1000 + 1000 * sqrt2) - (500 + 500 * sqrt2);
result[1] = (*rand)() * (2000 + 500 * (sqrt2 - 1)) - 2000;
} while (!in_heart(result));
return result;
}
double distance(point a, point b) const
{
#ifndef BOOST_NO_STDC_NAMESPACE
using std::sqrt;
#endif
if (segment_within_heart(a, b)) {
// Straight line
return sqrt((b[0] - a[0]) * (b[0] - a[0]) + (b[1] - a[1]) * (b[1] - a[1]));
} else {
// Straight line bending around (0, 0)
return sqrt(a[0] * a[0] + a[1] * a[1]) + sqrt(b[0] * b[0] + b[1] * b[1]);
}
}
point move_position_toward(point a, double fraction, point b) const
{
#ifndef BOOST_NO_STDC_NAMESPACE
using std::sqrt;
#endif
if (segment_within_heart(a, b)) {
// Straight line
return point(a[0] + (b[0] - a[0]) * fraction,
a[1] + (b[1] - a[1]) * fraction);
} else {
double distance_to_point_a = sqrt(a[0] * a[0] + a[1] * a[1]);
double distance_to_point_b = sqrt(b[0] * b[0] + b[1] * b[1]);
double location_of_point = distance_to_point_a /
(distance_to_point_a + distance_to_point_b);
if (fraction < location_of_point)
return point(a[0] * (1 - fraction / location_of_point),
a[1] * (1 - fraction / location_of_point));
else
return point(
b[0] * ((fraction - location_of_point) / (1 - location_of_point)),
b[1] * ((fraction - location_of_point) / (1 - location_of_point)));
}
}
private:
shared_ptr<RandomNumberGenerator> gen_ptr;
shared_ptr<rand_t> rand;
};
} // namespace boost
#endif // BOOST_GRAPH_GURSOY_ATUN_LAYOUT_HPP
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