Dar, C++ (gcc) - rextester

Dar

Language: Layout:

//g++  7.4.0

const int GW = 10; //grid width
const int GL = 10; //grid length
const int GENES = 16; //number of genes per robot
const int GENELEN=5; //length of each gene
const int GN = 0; //empty grid cell
const int GB = 9; //battery grid cell
const int GDC = 111; //used in gene to match any cell
const int GWA = 1; //wall grid cell (out-of-bounds assumed wall)
//array of view codes that can go in gene
const int VC[4]={GN,GB,GWA,GDC};
const int NVC=4;
//directions and the random direction
const int UP=1;
const int DOWN=2;
const int LEFT=3;
const int RIGHT=4;
const int RANDDIR=111;
const int NDC =5; //number of direction codes including the code for random direction
const int MOVECODES[5]={UP,LEFT,RIGHT,DOWN,RANDDIR};
const int NR=200; //number of robots in each generation
const double PERCBAT = 0.4; //proportion of batteries in grid
const int GENERATIONS = 100;
const double MUTRATE=0.05;
const int INITEN=5; //initial energy of a robot

#include <iostream>
class Grid { 
  int g[GW][GL]; //g[x][y] is cell at (x,y)
//recursively place a battery than k-1 batteries
void randbat(int k){
  int x,y;
  if (k==0) return;
  else do {
    x=rand()%GW; 
    y=rand()%GL;
  } while(g[x][y] != GN);
  g[x][y]=GB;
  randbat(k-1);
}
public:
  //random Grid with perc rate of batteries
Grid(double perc) {
  for (int y=0; y<GL; y++) 
    for (int x=0; x<GW;x++)
       g[x][y]=0;
  int k=(GW*GL)*perc;
  randbat(k);
}
//get code of cell at (x,y) so out-of-bounds is a wall
int getcode(int x, int y) {
  if ((x>=GW)||(x<0)||(y>=GL)||(y<0)) return GWA;
  else return g[x][y];
}
//get codes of cells north, west, east, and south of 
//(x,y) and pack into pre-allocated array of 4 ints
void getnwes(int x, int y, int* into) {
  into[0]=getcode(x,y-1);
  into[1]=getcode(x-1,y);
  into[2]=getcode(x+1,y);
  into[3]=getcode(x,y+1);
}
//for debugging, print the grid
void print() {
  for (int y=0;y<GL;y++) {
    for (int x=0;x<GW;x++) {
      std::cout<<g[x][y];
    }
    std::cout<<std::endl;
  }
}
//creature munches
//deplete battery there accordingly if any
//return energy munched
  int munch(int x, int y) {
     if (g[x][y]==GB) {g[x][y]=GN; return 1;}
     else return 0;
  }
  int cango(int x, int y) {
    return (getcode(x,y)!=GWA);
  }

//for debugging, print codes for sensor at (x,y)
void printcodes(int x, int y) {
  int a[4];
  getnwes(x,y,a);
  for(int i=0;i<4;i++)
    std::cout<<a[i];
  }
//end class
};

//robot
class Rb {
  int genes[GENES][GENELEN];
  int energy;
  int x,y;
  int movesmade;
  void randplace() {
    x=rand()%GW;
    y=rand()%GL;
  }
  void reset() {
    randplace();
    movesmade=0;
    energy=INITEN;
  }
 void randgene(int* g) {
   //first 4 codes are one of nothing,wall,battery,or don't care
   for (int i=0;i<4;i++) {
     g[i]=VC[rand()%NVC];
   }
   //5th code is a (non-zero) direction code
   g[4]=MOVECODES[rand()%NDC];
}
public:
Rb() {
      for (int g=0;g<GENES;g++) {
         randgene(genes[g]);
      }
      randplace();
      movesmade=0;
      energy=INITEN;
}
int activategene(int*view,int*gene){
   for (int i=0;i<4;i++) {
      if (view[i]!=gene[i]&&gene[i]!=GDC) return 0;
   }
   return gene[GENELEN-1];
}
//look up a move given a view
//if no gene matches, return last gene's move
int lookup(int* view) {
    int move;
    for (int i=0;i<GENELEN;i++) {
       move=activategene(view, genes[i]);
       if (move!=0) return move;
    }
    return genes[GENES-1][GENELEN-1];
}
int go(Grid*gr) {
  energy+=gr->munch(x,y);
  energy--;
  if (energy<0) return 0;
  int view[4]; 
  int move;
  int x2, y2;
  gr->getnwes(x,y,view);
  move=lookup(view);
  //if move represents a random move then 
  //the move becomes a random move
  if (move==RANDDIR) {
     int ds[4]={UP,LEFT,RIGHT,DOWN};
     move=ds[rand()%4];
  }
  y2=y;x2=x;
  switch(move) {
     case(UP): y2--;break;
     case(LEFT): x2--; break;
     case(RIGHT): x2++; break;
     case(DOWN): y2++; break;
  }
  //if can go then go
  if (gr->cango(x2,y2)) {x=x2;y=y2;}
  //and always increment moves made
  movesmade++;
  //return energy+1 so this can run in a loop based on energy, as its own test condition
  //+1 is there so a robot can still run out of energy in the process of getting to a battery in the next move, and this will not return 0 until it's certain no battery is consumed in the next move
  //it has to be this way to enable the robot to consume a battery if it happens to land on one in the first place
  return energy+1;
}
void mutate() {
  int z=rand()%GENES;
  int code=rand()%GENELEN;
  const int* source=VC; //array to copy from
  int l=NVC;           //length of array to copy from
  if (code==GENELEN-1) {
    source=MOVECODES;
    l=NDC;
  }
  genes[z][code]=source[rand()%l];
}
 
void printgenes() {
  for (int g=0; g<GENES;g++) {
    for (int i=0; i<GENELEN; i++) {
      std::cout<<genes[g][i]<<" ";
    }
    std::cout<<std::endl;
  }
}
void printstats() {
  std::cout<<"x: "<<x<<" y: "<<y<<" E: "<<energy+1<<" Score: "<<movesmade<<std::endl;
}
int moves() {return movesmade;}
Rb mate(Rb pa) {
  Rb baby;
  int i=0;
  Rb *source=this;
  for (i=0;i<GENES;i++) {
    for(int i2=0;i2<GENELEN;i2++) {
       if(i>=GENES/2) source=&pa;
       baby.genes[i][i2]=source->genes[i][i2];
    }
  }
  return baby;
}
//end class
};

class Breeder {
  Rb rs[NR]; //the 200 robots
  double avg[GENERATIONS];
Grid newgrid() {
  Grid g(PERCBAT);
  return g;
}
void runrs(int gennum) {
  if (gennum>=GENERATIONS) return;
  double tot=0.0;
  for (int i=0; i<NR; i++) {
     Grid g=newgrid();
     rs[i].reset();
     while(rs[i].go(&g)) {}
     tot+=rs[i].moves();
  }
  avg[gennum]=tot/(double)NR;
  sort();
  std::cout<<"gen "<<gennum<<" avg: "<<avg[gennum]<<std::endl;
  std::cout<<"Winning genes: "; rs[0].printgenes();
  std::cout<<"Winning stats: "; rs[0].printstats();
  breed();
  runrs(gennum+1);
}
void sort() {
  Rb temp;
  for (int i=0;i<NR-1;i++) {
    for (int i2=i+1;i2<NR;i2++) {
       if (rs[i].moves()<rs[i2].moves()) {
         temp=rs[i];
         rs[i]=rs[i2];
         rs[i2]=temp;
      }
    }
  }
}
void breed() {
  //do the gene combining perfectly
  for(int i=0;i<NR/2;i=i+2) {
    rs[i+NR/2]=rs[i].mate(rs[i+1]);
    rs[i+NR/2+1]=rs[i+1].mate(rs[i]);
  }
  //make some mutants
  Rb* m[(int)(NR*MUTRATE)]; //array of pointer to mutants
  for (int i=0; i<NR*MUTRATE;i++) {
    int in;
    int n;
    do {
       in=0;
       n=rand()%NR;
       m[i]=&rs[n];
       for(int i2=0;i2<i-1;i2++) if (m[i2]==m[i]) in=1;
     } while (in);
     m[i]->mutate();
   }
}

public:
Breeder() {
  runrs(0);
}
};

int main()
{
    srand(time(NULL));
    Grid g(0.4);
    g.print();
    for (int y=0;y<GL;y++) {
       for (int x=0;x<GW;x++)
           {g.printcodes(x,y); std::cout<<" ";}
       std::cout<<std::endl;
    }
    Rb r;
    r.printgenes();
    while(r.go(&g)) r.printstats();
    Breeder b;
}

Show compiler warnings [ + ] Compiler args [ + ] Show input
Compilation time: 0.72 sec, absolute running time: 0.1 sec, cpu time: 0.05 sec, memory peak: 3 Mb, absolute service time: 0,88 sec

9900009090 0000009099 0099909909 0000900990 0099990900 0000900000 9990999090 9990000000 0099009090 9900009900 1190 1900 1900 1000 1000 1090 1009 1990 1009 1919 9100 9000 0009 0009 0009 0090 9009 0999 9090 0919 0100 0090 0090 0990 0909 0990 9090 0909 9999 9010 0100 0000 9009 9099 9009 0909 9090 9099 0900 9910 0100 0090 0090 0990 9999 0900 0990 9000 9900 0010 0109 0009 9009 9090 9009 9909 0009 9000 0009 0010 0199 0999 0909 0990 9090 0990 0900 0990 0000 0910 9190 9990 9909 0909 9000 9000 9009 0000 9009 0010 9109 9099 9090 0900 0900 0090 0009 0999 0000 0910 0191 0901 9901 9001 0001 0091 9091 0901 9901 0011 1 1 9 9 4 0 0 111 1 1 111 0 9 1 2 9 0 1 0 3 1 1 111 0 1 1 0 9 9 1 111 0 111 0 2 111 0 9 1 3 0 1 111 9 1 9 1 0 111 1 111 9 9 1 111 0 0 9 9 3 1 9 1 9 4 111 9 1 9 3 0 9 9 111 3 9 0 0 1 111 x: 8 y: 1 E: 6 Score: 1 x: 8 y: 0 E: 6 Score: 2 x: 8 y: 0 E: 6 Score: 3 x: 9 y: 0 E: 5 Score: 4 x: 9 y: 0 E: 4 Score: 5 x: 9 y: 0 E: 3 Score: 6 x: 9 y: 0 E: 2 Score: 7 x: 8 y: 0 E: 1 Score: 8 gen 0 avg: 7.32 Winning genes: 9 9 0 0 3 9 111 9 1 1 0 9 1 0 1 1 9 0 0 3 0 111 0 0 3 0 1 1 1 2 0 111 1 0 4 1 1 1 111 4 1 111 1 0 1 0 1 9 0 1 9 9 1 9 2 0 9 111 1 111 0 111 1 111 1 1 9 9 0 2 1 1 0 0 3 0 0 9 9 2 Winning stats: x: 0 y: 7 E: 0 Score: 14 gen 1 avg: 7.905 Winning genes: 9 9 0 0 3 9 111 9 1 1 0 9 1 0 1 1 9 0 0 3 0 111 0 0 3 0 1 1 1 2 0 111 1 0 4 1 1 1 111 4 1 111 1 0 1 0 1 9 0 1 9 9 1 9 2 0 9 111 1 111 0 111 1 111 1 1 9 9 0 2 1 1 0 0 3 0 0 9 9 2 Winning stats: x: 0 y: 7 E: -1 Score: 14 gen 2 avg: 8.21 Winning genes: 9 9 0 0 3 9 111 9 1 1 0 9 1 0 1 1 9 0 0 3 0 111 0 0 3 0 1 1 1 2 0 111 1 0 4 1 1 1 111 4 1 111 1 0 1 0 1 9 0 1 9 9 1 9 2 0 9 111 1 111 9 111 1 111 1 1 9 9 0 2 1 1 0 0 3 0 0 9 9 2 Winning stats: x: 0 y: 7 E: -2 Score: 14 gen 3 avg: 8.45 Winning genes: 9 9 0 0 3 9 111 9 1 1 0 9 1 0 1 1 9 0 0 3 0 111 0 0 3 0 1 1 1 2 0 111 1 0 4 1 1 1 111 4 1 111 1 0 1 0 1 9 0 1 9 9 1 9 2 0 9 111 1 111 9 111 1 111 1 1 9 9 0 2 1 1 0 0 3 0 0 9 9 2 Winning stats: x: 0 y: 7 E: -3 Score: 14 gen 4 avg: 8.715 Winning genes: 9 9 0 0 3 9 111 9 1 1 0 9 1 0 1 1 9 0 0 3 0 111 0 0 3 0 1 1 1 2 0 111 1 0 4 1 1 1 111 4 1 111 1 0 1 0 1 9 0 1 9 9 1 9 2 0 9 111 1 111 9 111 1 111 1 1 9 9 0 2 1 1 0 0 3 0 0 9 9 2 Winning stats: x: 0 y: 7 E: -3 Score: 14 gen 5 avg: 8.855 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 4 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 9 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: 0 Score: 18 gen 6 avg: 8.935 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 4 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 9 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -1 Score: 18 gen 7 avg: 8.855 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 4 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 9 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -1 Score: 18 gen 8 avg: 9.045 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 4 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 9 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -2 Score: 18 gen 9 avg: 9.105 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 4 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 9 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -3 Score: 18 gen 10 avg: 9.33 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 4 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 9 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -3 Score: 18 gen 11 avg: 9.41 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 4 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 9 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -3 Score: 18 gen 12 avg: 9.53 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 4 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 9 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -4 Score: 18 gen 13 avg: 9.65 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 4 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 9 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -4 Score: 18 gen 14 avg: 9.69 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 4 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 9 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -5 Score: 18 gen 15 avg: 9.725 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 9 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -6 Score: 18 gen 16 avg: 9.705 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -7 Score: 18 gen 17 avg: 9.73 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -8 Score: 18 gen 18 avg: 9.785 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -9 Score: 18 gen 19 avg: 9.935 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -10 Score: 18 gen 20 avg: 9.855 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -11 Score: 18 gen 21 avg: 9.915 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -12 Score: 18 gen 22 avg: 9.95 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -13 Score: 18 gen 23 avg: 10.02 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -14 Score: 18 gen 24 avg: 10.17 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -15 Score: 18 gen 25 avg: 10.385 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -15 Score: 18 gen 26 avg: 10.445 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -15 Score: 18 gen 27 avg: 10.415 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -16 Score: 18 gen 28 avg: 10.545 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -17 Score: 18 gen 29 avg: 10.715 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -18 Score: 18 gen 30 avg: 10.69 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -18 Score: 18 gen 31 avg: 10.655 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -19 Score: 18 gen 32 avg: 10.73 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -19 Score: 18 gen 33 avg: 10.88 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -19 Score: 18 gen 34 avg: 10.9 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -20 Score: 18 gen 35 avg: 10.955 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -21 Score: 18 gen 36 avg: 11.055 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -22 Score: 18 gen 37 avg: 11.23 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -22 Score: 18 gen 38 avg: 11.19 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -23 Score: 18 gen 39 avg: 11.09 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -24 Score: 18 gen 40 avg: 11.305 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -24 Score: 18 gen 41 avg: 11.38 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -25 Score: 18 gen 42 avg: 11.425 Winning genes: 111 111 0 111 1 9 1 1 1 4 9 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -26 Score: 18 gen 43 avg: 11.245 Winning genes: 111 111 0 111 1 9 1 1 1 4 111 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -26 Score: 18 gen 44 avg: 11.405 Winning genes: 111 111 0 111 1 9 1 1 1 4 111 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -26 Score: 18 gen 45 avg: 11.435 Winning genes: 111 111 0 111 1 9 1 1 1 4 111 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -26 Score: 18 gen 46 avg: 11.62 Winning genes: 111 111 0 111 1 9 1 1 1 4 111 0 1 9 1 1 1 9 0 111 1 1 1 1 111 1 9 1 1 1 1 9 9 1 4 1 111 111 0 111 111 1 0 111 1 111 0 0 0 111 9 111 9 111 111 9 0 9 1 111 1 0 0 0 2 9 0 9 0 2 1 111 111 1 4 1 9 111 1 4 Winning stats: x: 9 y: 0 E: -27 Score: 18 gen 47 avg: 11.66 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: 0 Score: 20 gen 48 avg: 11.77 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: 0 Score: 20 gen 49 avg: 11.785 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: 0 Score: 20 gen 50 avg: 11.685 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -1 Score: 20 gen 51 avg: 11.905 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -1 Score: 20 gen 52 avg: 11.93 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -1 Score: 20 gen 53 avg: 11.825 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -1 Score: 20 gen 54 avg: 11.985 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -2 Score: 20 gen 55 avg: 11.65 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -2 Score: 20 gen 56 avg: 12.03 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -3 Score: 20 gen 57 avg: 12.1 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -4 Score: 20 gen 58 avg: 12.03 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -5 Score: 20 gen 59 avg: 12.015 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -6 Score: 20 gen 60 avg: 12 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -7 Score: 20 gen 61 avg: 11.985 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 9 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -7 Score: 20 gen 62 avg: 12.105 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -8 Score: 20 gen 63 avg: 12.085 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -8 Score: 20 gen 64 avg: 11.835 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -9 Score: 20 gen 65 avg: 12.04 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -9 Score: 20 gen 66 avg: 12.33 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -10 Score: 20 gen 67 avg: 11.985 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -10 Score: 20 gen 68 avg: 12.22 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -11 Score: 20 gen 69 avg: 12.29 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -11 Score: 20 gen 70 avg: 12.035 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -12 Score: 20 gen 71 avg: 12.03 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -13 Score: 20 gen 72 avg: 12.4 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -13 Score: 20 gen 73 avg: 12.24 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -14 Score: 20 gen 74 avg: 12.24 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -15 Score: 20 gen 75 avg: 12.45 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -16 Score: 20 gen 76 avg: 12.17 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -16 Score: 20 gen 77 avg: 12.425 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 9 2 Winning stats: x: 0 y: 9 E: -17 Score: 20 gen 78 avg: 12.46 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -18 Score: 20 gen 79 avg: 12.345 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -19 Score: 20 gen 80 avg: 12.57 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 1 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -20 Score: 20 gen 81 avg: 12.375 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -20 Score: 20 gen 82 avg: 12.71 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -21 Score: 20 gen 83 avg: 12.41 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -22 Score: 20 gen 84 avg: 12.455 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -23 Score: 20 gen 85 avg: 12.53 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -24 Score: 20 gen 86 avg: 12.45 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -25 Score: 20 gen 87 avg: 12.74 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -25 Score: 20 gen 88 avg: 12.51 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -26 Score: 20 gen 89 avg: 12.47 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -27 Score: 20 gen 90 avg: 12.485 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -28 Score: 20 gen 91 avg: 12.56 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -28 Score: 20 gen 92 avg: 12.475 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -29 Score: 20 gen 93 avg: 12.385 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -29 Score: 20 gen 94 avg: 12.21 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -30 Score: 20 gen 95 avg: 12.735 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -31 Score: 20 gen 96 avg: 12.58 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -32 Score: 20 gen 97 avg: 12.51 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -33 Score: 20 gen 98 avg: 12.535 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -34 Score: 20 gen 99 avg: 12.705 Winning genes: 0 9 9 9 3 111 111 0 0 3 111 111 111 0 3 111 1 9 0 1 1 9 1 111 111 111 1 0 0 4 1 0 111 111 2 9 111 111 9 4 9 1 111 111 2 1 0 9 111 2 1 1 1 111 4 9 9 9 1 111 9 9 9 0 111 0 111 9 9 4 9 111 9 0 3 0 111 111 0 2 Winning stats: x: 0 y: 9 E: -34 Score: 20