void
term_write_char(
uint32_t val,
uint16_t x,
uint16_t y,
uint32_t fg,
uint32_t bg,
uint8_t flags
) {
if (val > 128) val = ununicode(val);
if (fg > 256) {
fg = best_match(fg);
}
if (bg > 256) {
bg = best_match(bg);
}
if (fg > 16) {
fg = vga_colors[fg];
}
if (bg > 16) {
bg = vga_colors[bg];
}
if (fg == 16) fg = 0;
if (bg == 16) bg = 0;
placech(val, x, y, (vga_to_ansi[fg] & 0xF) | (vga_to_ansi[bg] << 4));
}
void OptimizedSelectionSGP::iteration(const Dataset& train, const Dataset& test)
{
Population* new_pop = new Population();
// Elitism: adding best solution to new population
unsigned int best_index = cur_pop->best(train).first;
new_pop->add_solution(new Individual((*cur_pop)[best_index]));
for (unsigned int i = 1; i < pop_size && budget > 0; ++i)
{
double coin = ((double) rand() / RAND_MAX);
if (coin < mut_rate || budget < pop_size)
{
std::vector<unsigned int> selected = selection(1, train);
new_pop->add_solution(mutation((*cur_pop)[selected[0]], train, test));
}
else
{
std::vector<unsigned int> selected = selection(1, train);
Individual ind2 = best_match((*cur_pop)[selected[0]], train);
new_pop->add_solution(crossover((*cur_pop)[selected[0]], ind2, train, test));
budget -= pop_size;
}
}
delete cur_pop;
cur_pop = new_pop;
}
vector<DMatch> points(
vector<pair<int, int> > edge_matches,
Mat &desc1, Mat &desc2,
vector<vector<int> > &edges1, vector<vector<int> > &edges2,
double th, double sigma = 0.5
) {
vector<DMatch> matches;
set<pair<int, int> > S;
for (size_t i = 0; i < edge_matches.size(); i++) {
int base_edge_idx = edge_matches[i].first;
int ref_edge_idx = edge_matches[i].second;
vector<Mat> des_1(3), des_2(3);
for (int k = 0; k < 3; k++) {
des_1[k] = desc1.row(edges1[base_edge_idx][k]);
des_2[k] = desc2.row(edges2[ref_edge_idx][k]);
}
vector<int> best_match(3);
vector<double> best_sim(3, -1E30);
for (int j = 0; j < 3; j++) {
for (int k = 0; k < 3; k++) {
double _sim = exp(-sum(abs(des_1[j] - des_2[k]))[0] / sigma);
if (_sim > best_sim[j]) {
best_sim[j] = _sim;
best_match[j] = k;
}
}
}
for (int j = 0; j < 3; j++) {
int k = best_match[j];
int qI = edges1[base_edge_idx][j];
int tI = edges2[ref_edge_idx][k];
if (!S.count(make_pair(qI, tI)) && best_sim[j] > th) {
double _dist = -sigma * log(best_sim[j]);
matches.push_back(DMatch(qI, tI, _dist));
S.insert(make_pair(qI, tI));
}
}
}
return matches;
}
// ////////////////////////////////////////////////////////////////////////////
bool ResolveDll(const std::string &dll_name,
LocateDllPredicate &dll_predicate, std::string &full_dll_name)
{
if ((dll_predicate.SearchStartUpDir()) &&
LocateDll(GetStartUpDirectory(), dll_name, dll_predicate,
full_dll_name) && (!dll_predicate.IsGlobalPredicate()))
return(true);
if ((dll_predicate.SearchCurrentDir()) &&
LocateDll(OS_GetCurrentDirectory(), dll_name, dll_predicate,
full_dll_name) && (!dll_predicate.IsGlobalPredicate()))
return(true);
if ((dll_predicate.SearchSystemDir()) &&
LocateDll(OS_GetSystemDirectory(), dll_name, dll_predicate,
full_dll_name) && (!dll_predicate.IsGlobalPredicate()))
return(true);
if ((dll_predicate.SearchWindowsDir()) &&
LocateDll(OS_GetWindowsDirectory(), dll_name, dll_predicate,
full_dll_name) && (!dll_predicate.IsGlobalPredicate()))
return(true);
MLB::Utility::StringVector dll_list;
if (LocateDll(LocateDllInPath(dll_name, dll_list), dll_predicate,
full_dll_name) && (!dll_predicate.IsGlobalPredicate()))
return(true);
std::string best_match(dll_predicate.GetBestMatch().file_name_);
if (!best_match.empty())
full_dll_name.swap(best_match);
else
full_dll_name.clear();
return(!full_dll_name.empty());
}