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cvx_eliminate_mex.c
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Thu, Jul 10, 06:19

cvx_eliminate_mex.c
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#include "mex.h"
#include <stddef.h>
#include <math.h>
#if !defined(HAVE_OCTAVE) && ( !defined(MX_API_VER) || ( MX_API_VER < 0x07030000 ) )
typedef int mwIndex;
typedef int mwSize;
#endif
static const double MAX_GROWTH = 16;
/*
% Copyright 2005-2014 CVX Research, Inc.
% See the file LICENSE.txt for full copyright information.
% The command 'cvx_where' will show where this file is located.
*/
typedef struct {
mwSize *values;
mwSize *temp;
} col_sort_struct;
static int mycomp( mwIndex i, mwIndex j, col_sort_struct* ss )
{
mwSize vi = ss->values[i], vj = ss->values[j];
return vi > vj ? -1 : ( vi < vj ? +1 : ( i < j ? -1 : +1 ) );
}
static void merge( mwSize *nb, mwSize* nm, mwSize* ne, col_sort_struct* ss )
{
mwSize *i = nb, *j = nm, *t = ss->temp;
for ( ;; )
if ( mycomp( *i, *j, ss ) <= 0 ) {
*t++ = *i++;
if ( i == nm ) {
while ( j != ne )
*t++ = *j++;
break;
}
} else {
*t++ = *j++;
if ( j == ne ) {
while ( i != nm )
*t++ = *i++;
break;
}
}
for ( i = nb, t = ss->temp ; i != ne ; *i++ = *t++ );
}
void merge_sort( mwSize *nb, mwSize* ne, col_sort_struct* ss )
{
mwSize *nm;
ptrdiff_t numel = ne - nb;
if ( numel < 2 ) return;
nm = nb + ( numel / 2 );
merge_sort( nb, nm, ss );
merge_sort( nm, ne, ss );
merge( nb, nm, ne, ss );
}
void mexFunction(
int nlhs, mxArray *plhs[],
int nrhs, const mxArray *prhs[]
)
{
mwIndex *row_index_A = mxGetIr( prhs[0] ),
*col_count_A = mxGetJc( prhs[0] );
mwSize m = mxGetM( prhs[0] ),
n = mxGetN( prhs[0] ),
nobj = (mwSize)*mxGetPr( prhs[1] ),
nnzA = (mwSize)col_count_A[n],
nnzA1 = nnzA + 1,
j, nQ, nnzQ,
*row_counts = (mwSize*)mxCalloc( m + n, sizeof(mwSize) ),
*candidates = row_counts + m;
double *value_A = mxGetPr( prhs[0] ),
*row_flags = mxGetPr( plhs[0] = mxCreateNumericMatrix( m, (mwSize)1, mxDOUBLE_CLASS, mxREAL ) ),
*col_flags = mxGetPr( plhs[1] = mxCreateNumericMatrix( (mwSize)1, n, mxDOUBLE_CLASS, mxREAL ) ),
*reserved = mxGetPr( prhs[2] ),
*c_reserved = mxGetPr( prhs[3] );
/*
* This loop has two functions:
* --- Locate one-variable equality constraints: xi == bj, and target
* them for removal if the variable is free
* --- Count the number of elements in each row
*/
nQ = nnzQ = 0;
reserved[0] = 1;
row_flags[0] = -1;
for ( j = nobj ; j != n ; ++j ) {
mwIndex kBeg = col_count_A[j],
kEnd = col_count_A[j+1], k;
for ( k = kBeg ; k != kEnd ; ++k )
++row_counts[row_index_A[k]];
if ( c_reserved[j] == 0 && kBeg != kEnd ) {
mwIndex rb = row_index_A[kBeg];
if ( kBeg - kEnd == ( rb == 0 ? 2 : 1 ) ) {
rb = row_index_A[kEnd-1];
if ( reserved[rb] == 0 ) {
candidates[nQ++] = j;
reserved[rb] = 1;
c_reserved[j] = 1;
col_flags[j] = rb + 1;
row_flags[rb] = 1;
++nnzQ;
}
}
}
}
for ( j = nobj ; j != n ; ++j ) {
if ( c_reserved[j] == 0 ) {
mwIndex kBeg = col_count_A[j],
kEnd = col_count_A[j+1], k,
rb = 0;
double c_max = 0;
for ( k = kBeg ; k != kEnd ; ++k ) {
mwIndex tr = row_index_A[k];
if ( tr != 0 ) {
if ( row_flags[tr] && reserved[tr] ) {
c_max = 0;
break;
} else {
double temp = fabs(value_A[k]);
if ( c_max < temp )
c_max = temp;
}
}
}
if ( c_max != 0 ) {
mwIndex nc = kEnd - kBeg;
c_max /= MAX_GROWTH;
for ( k = kBeg ; k != kEnd ; ++k ) {
mwIndex tr = row_index_A[k];
if ( tr == 0 ) {
--nc;
} else if ( reserved[tr] == 0 ) {
mwSize nr = row_counts[tr],
n1 = ( nr - 1 ) * ( nc - 1 ),
n2 = nr + nc - 1;
if ( n1 <= n2 && row_flags[tr] <= 0 ) {
double temp = fabs(value_A[k]);
if ( temp > c_max || ( temp == c_max && row_flags[rb] && !row_flags[tr] ) ) {
rb = tr;
c_max = temp;
}
}
} else if ( row_flags[tr] ) {
rb = 0;
break;
}
}
}
if ( rb != 0 ) {
for ( k = kBeg ; k != kEnd ; ++k ) {
mwIndex tr = row_index_A[k];
if ( tr != 0 ) {
double fg = row_flags[tr];
if ( fg > 0 ) {
++fg;
++nnzQ;
} else
--fg;
row_flags[tr] = fg;
}
}
col_flags[j] = rb + 1;
nnzQ += ( row_flags[rb] = - row_flags[rb] );
candidates[nQ++] = j;
}
}
}
for ( j = 0 ; j != m ; ++j )
if ( row_flags[j] < 0 )
row_flags[j] = 0;
if ( nnzQ > nQ ) {
col_sort_struct ss;
mwIndex i, iEnd;
ss.values = (mwSize*)mxCalloc( 2 * n, sizeof(mwSize) );
ss.temp = ss.values + n;
nnzQ = 0;
for ( i = iEnd = 0 ; i != nQ ; ++i ) {
mwIndex j = candidates[i],
r = (mwIndex)col_flags[j] - 1,
kBeg = col_count_A[j],
kEnd = col_count_A[j+1], k;
ss.values[j] = row_flags[r] - 2;
for ( k = kBeg ; k != kEnd ; ++k )
if ( row_flags[row_index_A[k]] != 0 )
++ss.values[j];
if ( ss.values[j] != 0 ) {
candidates[iEnd++] = j;
nnzQ += ss.values[j];
}
}
nnzQ /= 2;
merge_sort( candidates, candidates + iEnd, &ss );
for ( i = 0 ; i != iEnd && nnzQ > 0 ; ++i ) {
mwSize j = candidates[i];
mwIndex r = col_flags[j] - 1,
kBeg = col_count_A[j],
kEnd = col_count_A[j+1], k;
mwSize found = 0;
for ( k = kBeg ; k != kEnd ; ++k ) {
mwIndex tr = row_index_A[k];
if ( r != tr && row_flags[tr] != 0 ) {
--row_flags[tr];
++found;
}
}
if ( found ) {
nnzQ -= found + row_flags[r] - 1;
row_flags[r] = col_flags[j] = 0;
}
}
}
}

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