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Habitat.pde
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174 lines (160 loc) · 5.15 KB
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class Habitat {
LifeTime life;
ArrayList<Snake> snakes;
FloatList fitnesses;
Point currentSnakePosition;
int currentSnake = 0, currentGeneration = 0;
int population;
Habitat(){
currentSnakePosition = new Point(int(random(safetyMargin, size[0]-safetyMargin)), int(random(safetyMargin, size[1]-safetyMargin)));
life = new LifeTime(5, -1);
snakes = new ArrayList<Snake>(1);
population = 1;
snakes.add(new Snake());
life.setSpecimen(snakes.get(0));
};
Habitat(int numOfMice, int numOfSeconds) {
currentSnakePosition = new Point(int(random(safetyMargin, size[0]-safetyMargin)), int(random(safetyMargin, size[1]-safetyMargin)));
life = new LifeTime(numOfMice, numOfSeconds);
snakes = new ArrayList<Snake>(1);
snakes.add(new Snake());
population = 1;
fitnesses = new FloatList(1);
life.setSpecimen(snakes.get(0));
};
Habitat(int numOfSnakes, int numOfMice, int numOfSeconds) {
currentSnakePosition = new Point(int(random(safetyMargin, size[0]-safetyMargin)), int(random(safetyMargin, size[1]-safetyMargin)));
life = new LifeTime(numOfMice, numOfSeconds);
snakes = new ArrayList<Snake>(numOfSnakes);
population = numOfSnakes;
fitnesses = new FloatList(numOfSnakes);
for(int i=0; i<numOfSnakes; i++){
snakes.add(new Snake());
}
life.setSpecimen(snakes.get(0));
};
void update() {
if(life.update(currentGeneration % drawGenerationEvery == 0)) {
if(currentGeneration % drawGenerationEvery == 0){
frameRate(30);
} else{
frameRate(30*1000);
}
fitnesses.append(life.popFitness());
life.setSpecimen(snakes.get(currentSnake));
life.startTiming();
snakes.get(currentSnake).setPosition(currentSnakePosition);
currentSnake++;
}
if(snakes.size() <= currentSnake) {
if(saveCurrentGen){
String fileName = 'G'+str(currentGeneration)+"_"+str(currentSnake);
saveGeneration(savePath + fileName);
println(fileName + " saved");
saveCurrentGen = false;
}
if(loadNextGen){
currentGeneration = 0;
loadNextGen = false;
loadGeneration();
} else {
nextGeneration();
life.NewMousePositions();
currentGeneration++;
}
}
writeGenInfo();
};
void loadGeneration(){
BufferedReader in = createReader(loadGen.getAbsolutePath());
snakes.clear();
String line = null;
try{
while((line = in.readLine()) != null)
snakes.add(new Snake(line));
in.close();
} catch(IOException e){
e.printStackTrace();
}
}
void saveGeneration(String fName){ //<>// //<>//
PrintWriter out = createWriter(fName);
for(Snake snek : snakes)
out.println(snek.Serialize());
out.flush();
out.close();
};
void nextGeneration() {
currentSnakePosition = new Point(int(random(safetyMargin, size[0]-safetyMargin)), int(random(safetyMargin, size[1]-safetyMargin)));
double fitnessSum=0, curSum, fitnessRoll;
for(int i=0; i<fitnesses.size(); i++)
if(fitnesses.get(i) < 1e-3)
fitnesses.set(i, 0.0);
fitnessSum = fitnesses.sum();
ArrayList<Snake> newGeneration = new ArrayList<Snake>();
int childrenSum=0, childrenCount[] = new int[fitnesses.size()];
print(fitnessSum + "\n");
if(fitnessSum <= 1e-3) {
print("Generation " + currentGeneration + " unusable\n");
while(newGeneration.size() < population) {
newGeneration.add(new Snake());
}
}
else {
while(childrenSum < population) {
if(fitnessSum > 1e-3) {
fitnessRoll = random((float)fitnessSum);
curSum = 0;
for(int i=0; i<snakes.size(); i++){
curSum = curSum + fitnesses.get(i);
if(curSum >= fitnessRoll) {
if(childrenCount[i] == 0)
childrenSum++;
childrenCount[i]++;
childrenSum++;
//newGeneration.add(snakes.get(i));
//snakes.get(i).Coords.clear();
break;
}
}
}
else {
int i = (int)random(snakes.size());
if(childrenCount[i] == 0)
childrenSum++;
childrenCount[i]++;
childrenSum++;
//newGeneration.add(snakes.get(i));
//snakes.get(i).Coords.clear();
}
}
for(int i=0; i<fitnesses.size(); i++) {
if(childrenCount[i] > 0) {
newGeneration.add(snakes.get(i));
while(childrenCount[i]--> 0) {
newGeneration.add(new Snake(snakes.get(i)));
}
}
}
/*int parent_index = 0;
while(newGeneration.size() < population) {
newGeneration.add(new Snake(newGeneration.get(parent_index)));
parent_index += 1;
}*/
}
fitnesses.clear();
snakes = newGeneration;
currentSnake = 0;
};
void writeGenInfo() {
String cS = 'G'+str(currentGeneration)+" #"+str(currentSnake);
rectMode(CORNERS);
fill(200);
rect(0, size[1]-25, 75, size[1]);
fill(50);
textSize(14);
textAlign(CENTER, CENTER);
text(cS, 0, size[1]-25, 75, size[1]);
noFill();
};
};