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yap-6.3/packages/CLPBN/horus/Histogram.cpp
2012-12-20 23:19:10 +00:00

147 lines
2.5 KiB
C++

#include <cassert>
#include <algorithm>
#include <numeric>
#include "Histogram.h"
#include "Util.h"
HistogramSet::HistogramSet (unsigned size, unsigned range)
{
size_ = size;
hist_.resize (range, 0);
hist_[0] = size;
}
void
HistogramSet::nextHistogram (void)
{
for (size_t i = hist_.size() - 1; i-- > 0; ) {
if (hist_[i] > 0) {
hist_[i] --;
hist_[i + 1] = maxCount (i + 1);
clearAfter (i + 1);
break;
}
}
assert (std::accumulate (hist_.begin(), hist_.end(), 0)
== (int) size_);
}
unsigned
HistogramSet::operator[] (size_t idx) const
{
assert (idx < hist_.size());
return hist_[idx];
}
unsigned
HistogramSet::nrHistograms (void) const
{
return HistogramSet::nrHistograms (size_, hist_.size());
}
void
HistogramSet::reset (void)
{
std::fill (hist_.begin() + 1, hist_.end(), 0);
hist_[0] = size_;
}
vector<Histogram>
HistogramSet::getHistograms (unsigned N, unsigned R)
{
HistogramSet hs (N, R);
unsigned H = hs.nrHistograms();
vector<Histogram> histograms;
histograms.reserve (H);
for (unsigned i = 0; i < H; i++) {
histograms.push_back (hs.hist_);
hs.nextHistogram();
}
return histograms;
}
unsigned
HistogramSet::nrHistograms (unsigned N, unsigned R)
{
return Util::nrCombinations (N + R - 1, R - 1);
}
size_t
HistogramSet::findIndex (
const Histogram& h,
const vector<Histogram>& hists)
{
vector<Histogram>::const_iterator it = std::lower_bound (
hists.begin(), hists.end(), h, std::greater<Histogram>());
assert (it != hists.end() && *it == h);
return std::distance (hists.begin(), it);
}
vector<double>
HistogramSet::getNumAssigns (unsigned N, unsigned R)
{
HistogramSet hs (N, R);
double N_fac = Util::logFactorial (N);
unsigned H = hs.nrHistograms();
vector<double> numAssigns;
numAssigns.reserve (H);
for (unsigned h = 0; h < H; h++) {
double prod = 0.0;
for (unsigned r = 0; r < R; r++) {
prod += Util::logFactorial (hs[r]);
}
double res = N_fac - prod;
numAssigns.push_back (Globals::logDomain ? res : std::exp (res));
hs.nextHistogram();
}
return numAssigns;
}
ostream& operator<< (ostream &os, const HistogramSet& hs)
{
os << "#" << hs.hist_;
return os;
}
unsigned
HistogramSet::maxCount (size_t idx) const
{
unsigned sum = 0;
for (size_t i = 0; i < idx; i++) {
sum += hist_[i];
}
return size_ - sum;
}
void
HistogramSet::clearAfter (size_t idx)
{
std::fill (hist_.begin() + idx + 1, hist_.end(), 0);
}