2018-05-17 14:01:02 +00:00
|
|
|
#pragma once
|
|
|
|
|
|
|
|
#include "vec.h"
|
|
|
|
#include "mat.h"
|
|
|
|
#include "perm_mat.h"
|
|
|
|
|
|
|
|
namespace cgv {
|
|
|
|
namespace math {
|
|
|
|
|
|
|
|
//lower triangular matrix type
|
|
|
|
template <typename T>
|
|
|
|
class low_tri_mat
|
|
|
|
{
|
|
|
|
|
|
|
|
protected:
|
|
|
|
//data storage
|
|
|
|
vec<T> _data;
|
|
|
|
//matrix dimension
|
|
|
|
unsigned _dim;
|
|
|
|
|
|
|
|
|
|
|
|
public:
|
|
|
|
|
|
|
|
//standard constructor of a lower triangular matrix
|
|
|
|
low_tri_mat()
|
|
|
|
{
|
|
|
|
_dim=0;
|
|
|
|
}
|
|
|
|
|
|
|
|
//creates a dim x dim lower triangular matrix
|
|
|
|
low_tri_mat(unsigned dim)
|
|
|
|
{
|
|
|
|
resize(dim);
|
|
|
|
fill(0);
|
|
|
|
}
|
|
|
|
|
|
|
|
//copy constructor
|
|
|
|
low_tri_mat(const low_tri_mat& m)
|
|
|
|
{
|
|
|
|
resize(m.dim());
|
|
|
|
memcpy(_data,m._data,size()*sizeof(T));
|
|
|
|
}
|
|
|
|
|
|
|
|
//create a dim x dim lower triangular matrix with all non-zero elements set to c
|
|
|
|
low_tri_mat(unsigned dim, const T& c)
|
|
|
|
{
|
|
|
|
resize(dim);
|
|
|
|
fill(c);
|
|
|
|
}
|
|
|
|
|
|
|
|
//destructor
|
|
|
|
virtual ~low_tri_mat()
|
|
|
|
{
|
|
|
|
}
|
|
|
|
|
|
|
|
//resize the matrix to an n x n matrix
|
|
|
|
void resize(unsigned n)
|
|
|
|
{
|
|
|
|
_dim = n;
|
|
|
|
_data.resize(n*(n+1)/2);
|
|
|
|
}
|
|
|
|
|
|
|
|
//cast into full storage matrix
|
|
|
|
operator mat<T>()
|
|
|
|
{
|
|
|
|
mat<T> m(_dim,_dim);
|
|
|
|
for(unsigned i =0; i < _dim;i++)
|
|
|
|
{
|
|
|
|
for(unsigned j = 0; j < _dim;j++)
|
|
|
|
{
|
|
|
|
if(i<j)
|
|
|
|
m(i,j)=0;
|
|
|
|
else
|
|
|
|
m(i,j)=operator()(i,j);
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
return m;
|
|
|
|
}
|
|
|
|
|
|
|
|
///assignment of a matrix with the same element type
|
|
|
|
low_tri_mat<T>& operator = (const low_tri_mat<T>& m)
|
|
|
|
{
|
|
|
|
|
|
|
|
resize(m.dim());
|
|
|
|
_data=m._data;
|
|
|
|
return *this;
|
|
|
|
}
|
|
|
|
|
|
|
|
//cast into const full storage matrix
|
|
|
|
operator const mat<T>() const
|
|
|
|
{
|
|
|
|
mat<T> m(_dim,_dim);
|
|
|
|
for(unsigned i =0; i < _dim;i++)
|
|
|
|
{
|
|
|
|
for(unsigned j = 0; j < _dim;j++)
|
|
|
|
{
|
|
|
|
if(i<j)
|
|
|
|
m(i,j)=0;
|
|
|
|
else
|
|
|
|
m(i,j)=operator()(i,j);
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
return m;
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
//return number of stored elements
|
|
|
|
unsigned size() const
|
|
|
|
{
|
|
|
|
return _data.size();
|
|
|
|
}
|
|
|
|
|
|
|
|
//return dimension of the matrix
|
|
|
|
unsigned dim() const
|
|
|
|
{
|
|
|
|
return _dim;
|
|
|
|
}
|
|
|
|
|
|
|
|
//returns the number of columns / rows of the matrix
|
|
|
|
unsigned nrows() const
|
|
|
|
{
|
|
|
|
return _dim;
|
|
|
|
}
|
|
|
|
|
|
|
|
unsigned ncols() const
|
|
|
|
{
|
|
|
|
return _dim;
|
|
|
|
}
|
|
|
|
|
|
|
|
//fills all lower triangular elements with c
|
|
|
|
void fill(const T& c)
|
|
|
|
{
|
|
|
|
for(unsigned i=0;i < size(); i++)
|
|
|
|
{
|
|
|
|
_data[i]=c;
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
//access to the element (i,j)
|
|
|
|
T& operator() (const unsigned i,const unsigned j)
|
|
|
|
{
|
|
|
|
assert( i >= j && i < _dim);
|
|
|
|
return _data[i*(i+1)/2+j];
|
|
|
|
}
|
|
|
|
|
|
|
|
//const access to the element (i,j)
|
|
|
|
const T& operator() (unsigned i, unsigned j) const
|
|
|
|
{
|
|
|
|
assert( i >= j && i < _dim);
|
|
|
|
return _data[i*(i+1)/2+j];
|
|
|
|
}
|
|
|
|
|
|
|
|
//return true if (i,j) is a valid index pair
|
|
|
|
bool valid_ind(int i, int j) const
|
|
|
|
{
|
|
|
|
return ( i >= j && i < (int)_dim && i >= 0 && j >= 0);
|
|
|
|
}
|
|
|
|
|
|
|
|
template < typename S>
|
|
|
|
const mat<T> operator*(const mat<S>& m2)
|
|
|
|
{
|
|
|
|
assert(m2.nrows() == nrows());
|
|
|
|
unsigned M = m2.ncols();
|
|
|
|
mat<T> r(nrows(),M,(T)0);
|
|
|
|
for(unsigned i = 0; i < nrows(); i++)
|
|
|
|
for(unsigned j = 0; j < M;j++)
|
|
|
|
for(unsigned k = 0; k <= i; k++)
|
|
|
|
r(i,j) += operator()(i,k) * (T)(m2(k,j));
|
|
|
|
|
|
|
|
return r;
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
};
|
|
|
|
|
|
|
|
///output of a lower triangular matrix onto an ostream
|
|
|
|
template <typename T>
|
|
|
|
std::ostream& operator<<(std::ostream& out, const low_tri_mat<T>& m)
|
|
|
|
{
|
|
|
|
|
|
|
|
for(unsigned i =0;i < m.nrows() ;++i)
|
|
|
|
{
|
|
|
|
unsigned j = 0;
|
|
|
|
for (; j<i; ++j)
|
|
|
|
out << m(i,j)<<"\t";
|
|
|
|
out << m(i,j)<<"\n";
|
|
|
|
}
|
|
|
|
|
|
|
|
return out;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
///multiplication of two lower triangular matrices
|
|
|
|
template <typename T, typename S>
|
|
|
|
const mat<T> operator*(const low_tri_mat<T>& m1, const low_tri_mat<S>& m2)
|
|
|
|
{
|
|
|
|
assert(m2.nrows() == m1.nrows());
|
|
|
|
unsigned M = m2.ncols();
|
|
|
|
mat<T> r(m1.nrows(),M,(T)0);
|
|
|
|
for(unsigned i = 0; i < m1.nrows(); i++)
|
|
|
|
for(unsigned j = 0; j <= i;j++)
|
|
|
|
for(unsigned k = j; k <= i; k++)
|
|
|
|
r(i,j) += m1(i,k) * (T)(m2(k,j));
|
|
|
|
|
|
|
|
return r;
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
template <typename T, typename S>
|
|
|
|
const vec<T> operator*(const low_tri_mat<T>& m1, const vec<S>& v)
|
|
|
|
{
|
|
|
|
assert(m1.ncols() == v.size());
|
|
|
|
unsigned M = v.size();
|
|
|
|
vec<T> r(M,(T)0);
|
|
|
|
for(unsigned i = 0; i < m1.nrows(); i++)
|
|
|
|
for(unsigned k = 0; k <= i; k++)
|
|
|
|
r(i) += m1(i,k) * (T)(v(k));
|
|
|
|
|
|
|
|
return r;
|
|
|
|
}
|
|
|
|
|
|
|
|
template <typename T, typename S>
|
|
|
|
const mat<T> operator*(const mat<S>& m1, const low_tri_mat<T>& m2)
|
|
|
|
{
|
|
|
|
assert(m1.ncols() == m2.dim());
|
|
|
|
unsigned M = m2.dim();
|
|
|
|
mat<T> r(m1.nrows(),M,0);
|
|
|
|
for(unsigned i = 0; i < m1.nrows(); i++)
|
|
|
|
for(unsigned j = 0; j < M;j++)
|
|
|
|
for(unsigned k = j; k < m1.ncols(); k++)
|
|
|
|
r(i,j) += m1(i,k) * (T)(m2(k,j));
|
|
|
|
|
|
|
|
return r;
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
//multiplies a permutation matrix from left to apply a rows permutation
|
|
|
|
template<typename T>
|
|
|
|
mat<T> operator*(const perm_mat& p, const low_tri_mat<T>& m)
|
|
|
|
{
|
|
|
|
mat<T> r=m;
|
|
|
|
return p*r;
|
|
|
|
}
|
|
|
|
|
|
|
|
//multiplies a permutation matrix from right to apply a rows permutation
|
|
|
|
template<typename T>
|
|
|
|
mat<T> operator*(const low_tri_mat<T>& m,const perm_mat& p)
|
|
|
|
{
|
|
|
|
mat<T> r=m;
|
|
|
|
return r*p;
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
}
|