diff --git a/README.md b/README.md
index 99cf7d5..57a502a 100644
--- a/README.md
+++ b/README.md
@@ -8,6 +8,8 @@ Program written in C++ that allows testing of ML techinques to learn how to play
 
 ![Graph](resources/imgs/evolution.png)
 
+![Graph](resources/imgs/meanevolution.png)
+
     Generation #1: 4.59992, 71.8593(mean=15.4673) 200 individuals
     Generation #2: 6.14182, 73.3668(mean=16.7839) 200 individuals
     Generation #3: 6.28141, 75.3769(mean=16.7136) 200 individuals
diff --git a/resources/histories/.gitkeep b/resources/histories/.gitkeep
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diff --git a/resources/histories/2014-04-20-17-46-09 b/resources/histories/2014-04-20-17-46-09
deleted file mode 100644
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--- a/resources/histories/2014-04-20-17-46-09
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diff --git a/resources/imgs/meanevolution.png b/resources/imgs/meanevolution.png
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diff --git a/resources/individuals/2014-04-20-19-26-07 b/resources/individuals/2014-04-20-19-26-07
new file mode 100644
index 0000000..d72298d
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diff --git a/src/genetic.cpp b/src/genetic.cpp
index b24ff24..89b5247 100644
--- a/src/genetic.cpp
+++ b/src/genetic.cpp
@@ -31,7 +31,7 @@ Genetic::~Genetic()
 void Genetic::run()
 {
     int generations = 0;
-    while (generations < 200 && this->max_fitness < 99.5)
+    while (generations < 200 && this->max_fitness < 140)
     {
         this->next_gen();
         HistoryEntry entry;
@@ -53,10 +53,10 @@ void Genetic::next_gen()
 {
     this->min_fitness = 10000;
     this->max_fitness = 0;
-    auto counts = map<shared_ptr<Individual>, int>();
+    auto counts = map<shared_ptr<Individual>, tuple<int, int, int>>();
     for (auto p1 : *this->population)
     {
-        int losses = 0;
+        int losses = 0, won = 0, draw = 0;
         for (auto p2 : *this->population)
         {
             if (&(*p1) == &(*p2))
@@ -69,19 +69,32 @@ void Genetic::next_gen()
             g.run();
             if (g.get_winner_id() == oid)
                 losses++;
+            else if (g.get_winner_id() == pid)
+                won++;
+            else
+                draw++;
         }
-        counts[p1] = losses;
+        counts[p1] = tuple<int, int, int>(draw, won, losses);
     }
-    auto countscount = map<int, int>();
+    auto countdraw = map<int, int>();
+    auto countlost = map<int, int>();
+    auto countwin = map<int, int>();
 
     for (auto& e : counts)
-        countscount[e.second]++;
+    {
+        countdraw[get<0>(e.second)]++;
+        countlost[get<1>(e.second)]++;
+        countwin[get<2>(e.second)]++;
+    }
 
     this->sum_fitness = 0;
     for (auto& e : counts)
     {
-        double fitness = 100 * (1 / (double)countscount[e.second]) *
-            (1 - ((double)e.second / (double)(Genetic::P - 1)));
+        //double fitness = 100 * (1 / (double)countscount[e.second.second]) *
+            //(1 - ((double)e.second.second / (double)(Genetic::P - 1)));
+        double fitness = 100 * (double)(get<2>(e.second) + get<0>(e.second))
+            / (double)(Genetic::P - 1);
+        fitness -= 100 * (double)get<1>(e.second) / (double)(Genetic::P - 1);
         this->sum_fitness += fitness;
         e.first->set_fitness(fitness);
         if (fitness > this->max_fitness)
@@ -158,6 +171,13 @@ void Genetic::save()
     char buffer[80];
     strftime(buffer, 80, "%Y-%m-%d-%H-%M-%S",timeinfo);
     string time = buffer;
+
+    for (auto& e : *this->population)
+        if (e->get_fitness() == this->max_fitness)
+        {
+            e->save("resources/individuals/" + time);
+            break;
+        }
     ofstream file;
     file.open("resources/histories/" + time);
     for (auto& e : *this->history)
diff --git a/src/players/individual.cpp b/src/players/individual.cpp
index efcc6b4..23802ae 100644
--- a/src/players/individual.cpp
+++ b/src/players/individual.cpp
@@ -2,6 +2,7 @@
 #include <algorithm>
 #include <utility>
 #include <iostream>
+#include <fstream>
 
 #include "utils/make_unique.h"
 #include "players/individual.h"
@@ -70,3 +71,34 @@ shared_ptr<Strategy> Individual::get_strategy() const
     return this->strategy;
 }
 
+void Individual::load(std::string const& path)
+{
+    this->strategy->clear();
+    
+    ifstream file;
+    file.open(path);
+
+    string line;
+    while (getline(file, line))
+    {
+        string next;
+        getline(file, next);
+        auto entry = pair<short, string>(next[10] - '0',
+                BSM::board(next.substr(0, 10)));
+        string bs = BSM::board(line.substr(0, 10));
+        this->strategy->insert(pair<string, pair<short, string>>(bs, entry));
+    }
+}
+
+
+void Individual::save(std::string const& path)
+{
+    ofstream file;
+    file.open(path);
+    for (auto& e : *this->strategy)
+    {
+        file << BSM::str(e.first) << endl;
+        file << BSM::str(e.second.second) << e.second.first << endl;
+    }
+}
+
diff --git a/src/players/individual.h b/src/players/individual.h
index 621ebaf..b3ce66e 100644
--- a/src/players/individual.h
+++ b/src/players/individual.h
@@ -23,6 +23,9 @@ class Individual : public Player
 
     std::shared_ptr<Strategy> get_strategy() const;
 
+    void save(std::string const& path);
+    void load(std::string const& path);
+
 private:
     float fitness;
     std::shared_ptr<Strategy> strategy;
diff --git a/src/tictacgen.cpp b/src/tictacgen.cpp
index 6f094f5..44f02d7 100644
--- a/src/tictacgen.cpp
+++ b/src/tictacgen.cpp
@@ -17,14 +17,15 @@ int main(int argc, char *argv[])
     srand(time(NULL));
     BSM::load("resources/states");
 
-    Genetic genetic;
+    //Genetic genetic;
 
-    genetic.run();
+    //genetic.run();
     
-    //auto p1 = make_shared<Individual>(1);
-    //auto p2 = make_shared<Human>(2);
-    //Game g(p1, p2);
-    //g.run(2);
+    auto p1 = make_shared<Individual>(2);
+    p1->load("resources/individuals/2014-04-20-19-26-07");
+    auto p2 = make_shared<Human>(1);
+    Game g(p1, p2);
+    g.run(2);
 
     return 0;
 }