void mutationStep(std::vector<std::pair<Net<SIZE>*, double>> & grades) {
sort(grades.begin(), grades.end(),
[](const std::pair<Net<SIZE>*, double> & left, const std::pair<Net<SIZE>*, double> & right) {
return left.second > right.second;
});
auto randNet = [&grades]() -> Net<SIZE> & {
return *grades[randMax(grades.size() - 1)].first;
};
const Net<SIZE> & best = *grades.front().first;
// cross the lower half with low chance of mutation
for (int c = 0; c < grades.size() / 2; ++c) {
*grades[c].first = cross(best, randNet());
if (chance(0.05)) {
mutate(*grades[c].first, 0.33);
}
}
// mutate 20% of the middle
for (int c = 0; c < grades.size() / 5; ++c) {
mutate(*grades[c + grades.size() / 2].first, 0.5);
}
}
long randMinMax(long howsmall, long howbig)
{
if (howsmall >= howbig) {
return howsmall;
}
long diff = howbig - howsmall;
return randMax(diff) + howsmall;
}
void random(Net<SIZE> & subject) {
for (int c = 0; c < SIZE; ++c) {
for (int r = 0; r < SIZE; ++r) {
if (subject.hasSynapse(c, r)) {
subject[c][r] = randMax(2) - 1.;
}
}
}
}
void mutate(Net<SIZE> & subject, double rate) {
for (int c = 0; c < SIZE; ++c) {
for (int r = 0; r < SIZE; ++r) {
if (subject.hasSynapse(c, r) && chance(rate)) {
if (chance(0.5)) {
subject[c][r] += rand() - .5;
} else {
subject[c][r] = randMax(2) - 1.;
}
}
}
}
}
void EnvironementViewer::mouseMoveEvent ( QMouseEvent * event )//permet de gere les evenement souris lors de son deplacement
{
if (IsPlay==false)
{
if (action == ADD_ONE)
{
if (CurrentSelectedEntity != NULL)
{
QPoint position=event->pos();
position.setX(position.x()/PAS_DEPLACEMENT);
position.setY(position.y()/PAS_DEPLACEMENT);
environement->AddEntity(CurrentSelectedEntity,position.x(),position.y());
}
}
else if (action == ADD_LOT)
{
if (CurrentSelectedEntity != NULL)
{
QPoint position=event->pos();
position.setX(position.x()/PAS_DEPLACEMENT -max_random/2);
position.setY(position.y()/PAS_DEPLACEMENT -max_random/2);
unsigned int nb=randMax(max_random)+1;
for (unsigned int i=0;i<nb;++i)
environement->AddEntity(CurrentSelectedEntity,position.x()+(int)randMax(max_random),position.y()+randMax(max_random));
}
}
else if (action == ADD_LINE)
{
if (CurrentSelectedEntity != NULL)
{
MoussPoint.x2=event->pos().x();
MoussPoint.y2=event->pos().y();
sf::ConvexShape Line(4);
Line.setOutlineThickness(1);
Line.setPoint(0,sf::Vector2f(MoussPoint.x1,MoussPoint.y1));
Line.setPoint(3,sf::Vector2f(MoussPoint.x1,MoussPoint.y1));
Line.setPoint(1,sf::Vector2f(MoussPoint.x2,MoussPoint.y2));
Line.setPoint(2,sf::Vector2f(MoussPoint.x2,MoussPoint.y2));
Line.setOutlineColor(sf::Color::Green);
Line.setFillColor(sf::Color::Green);
draw(Line);
}
}
else if (action == SELECTED)
{
MoussPoint.x2=event->pos().x();
MoussPoint.y2=event->pos().y();
sf::ConvexShape shape(4);
shape.setFillColor(sf::Color::Transparent);
shape.setOutlineColor(sf::Color::Green);
shape.setOutlineThickness(1);
shape.setPoint (0,sf::Vector2f(MoussPoint.x1,MoussPoint.y1));
shape.setPoint (1,sf::Vector2f(MoussPoint.x2,MoussPoint.y1));
shape.setPoint (2,sf::Vector2f(MoussPoint.x2,MoussPoint.y2));
shape.setPoint (3,sf::Vector2f(MoussPoint.x1,MoussPoint.y2));
draw(shape);
}
else if (action == REMOVE)
{
environement->RemoveEntity(event->pos().x()/PAS_DEPLACEMENT,event->pos().y()/PAS_DEPLACEMENT);
}
}
};
