diff --git a/Bot.cpp b/Bot.cpp
index 067117d..6765887 100644
--- a/Bot.cpp
+++ b/Bot.cpp
@@ -64,8 +64,7 @@ void Bot::checkForBuySignal(double currPrice)
 		if(getMonies() > currPrice) // can afford?
 		{
 			int monInt = (int) getMonies();
-			int price = (int) currPrice;
-			updateNumStocks(floor(monInt/price)-1);
+			int price = (int) currPrice;updateNumStocks(floor(monInt/price)-1);
 
 			updateMonies(getMonies()-(getNumStocks()*currPrice));
 			updateAssets(getAssets() +(getNumStocks()*currPrice));
diff --git a/Bot.h b/Bot.h
index 2c327dd..8a99b57 100644
--- a/Bot.h
+++ b/Bot.h
@@ -8,6 +8,8 @@
 #ifndef BOT_H_
 #define BOT_H_
 #include <cmath>
+#include <iostream>
+using namespace std;
 class Bot {
 public:
 	Bot();
diff --git a/Driver.cpp b/Driver.cpp
index 2cc7793..6cf62ef 100644
--- a/Driver.cpp
+++ b/Driver.cpp
@@ -7,6 +7,7 @@
 
 #include "Driver.h"
 #include "Exchange.h"
+#include "GenAlg.h"
 #include <iostream>
 #include <string>
 #include <stdlib.h>
@@ -33,12 +34,18 @@ int main()
 	Results data;
 	cout <<"Done .1.." << endl;
 
+	//Population test;
+	//test.generateGeneration0();
+	//test.printPop();
+	//Individual father = test.randomlySelectFromPop();
+	//cout << "Father: " << father.getAttributeAt(0) << " sf " << father.getAttributeAt(2) ;
+	data = temp->getFitness(100,10000);
 	// Within each exchange, a series of different tests will be performed
 	// that will vary the savings Factor and the initial starting money
 
 	// Savings factor will vary from 2% to 50% of initial starting money
 	// whereas initial starting money will be either 10k, 50k, 100k, 500k
-	data = temp->getFitness(200, 10000);
+//	data = temp->getFitness(200, 10000);
 	// TODO
 	// Keep track of the range of perfomance for those with high
 	// fitness values, update results.h with an int array that holds
@@ -49,16 +56,18 @@ int main()
 	// the distribution[], starting Money,
 
 
-	cout <<"Done .2.." << endl;
-	cout << "Fitness: " << data.getTotalValue() << endl;
-	cout << "Min: " << data.getMin() << " | Max: " << data.getMax() << endl;
+//	cout <<"Done .2.." << endl;
+//	cout << "Fitness: " << data.getTotalValue() << endl; // access the fitness value
 
-	cout << "Graph attr: min - " << data.getAttributesForDistr()->getMin() << " max - " << data.getAttributesForDistr()->getMax() << " ";
-	cout << "interval - " << data.getAttributesForDistr()->getInterval() << endl;
+//	cout << "Min: " << data.getMin() << " | Max: " << data.getMax() << endl;
+
+//	cout << "Graph attr: min - " << data.getAttributesForDistr()->getMin() << " max - " << data.getAttributesForDistr()->getMax() << " ";
+//	cout << "interval - " << data.getAttributesForDistr()->getInterval() << endl;
 	// Only access the distrubtion graph if it is one of the chosen individuals
 	// from the population
 	/*
 	int num=0;
+	cout << "Distribution performance " << endl;
 	int range = data.getAttributesForDistr()->getMin();
 	for (int j=0; j < 40; j++)
 	{
@@ -69,8 +78,33 @@ int main()
 		printX(num);
 		cout << endl;
 	}
-	delete temp;
+	//delete temp;
 	*/
+//	cout << "+++++++++++++++++++++++++++++++++++++++++++++++++" << endl;
+
+/*
+	cout << "Graph Perf-vs-Price attr: min - " << data.getAttributesForPerfVsPrice()->getMin() << " max - " << data.getAttributesForPerfVsPrice()->getMax() << " ";
+	cout << "interval - " << data.getAttributesForPerfVsPrice()->getInterval() << endl;
+	int range1 =data.getAttributesForPerfVsPrice()->getMin();
+
+	for (int k=0; k < 40; k++)
+	{
+		//cout << range1 << " - ";
+		range1+=data.getAttributesForPerfVsPrice()->getInterval();
+		//cout << range1 << " : ";
+
+		for (int p=0; p < data.getSizeOfListAt(k); p++ )
+		{
+			//cout << " " << data.getListAt_PositionAt(k,p) << " ";
+		}
+		//cout << endl;
+	}
+*/
+
+
+
+
+
 
 	//tempF = temp->getFitness(20,5,10);
 	//	cout << "Fitness: " << tempF << endl;
diff --git a/Exchange.cpp b/Exchange.cpp
index 6c03898..e8bb965 100644
--- a/Exchange.cpp
+++ b/Exchange.cpp
@@ -47,7 +47,7 @@ Results Exchange::startSim()
 
 	int prevDay=0;
 
-	Queue pricePerDay; // keeps record of all the prices during the
+	Queue* pricePerDay = new Queue(); // keeps record of all the prices during the
 					   // existence of the stock
 
 	while(!yearHasPassed() && !crashed()) // adjust accordingly depending on type of sim
@@ -70,7 +70,8 @@ Results Exchange::startSim()
 			// updates queue for moving averages on a new day
 			if (newDay(prevDay))
 			{
-				pricePerDay.enqueue(new Node(getPrice(), getTime()->copy()));
+
+				pricePerDay->enqueue(new Node(getPrice(), getTime()->copy()));
 				//cout << "Monies: " << monies << " | Assets: " << assets << " | Savings: " << savings << endl;
 
 				trader.updatePPA1(getMovingAvg(days1));
@@ -113,9 +114,9 @@ Results Exchange::startSim()
 
 	}
 
-	/*
-	cout << "Moving1: " << endl;
 
+//	cout << "Moving1: " << endl;
+/*
 	Node *data = days1.dequeue();
 	while(!days1.isEmpty())
 	{
@@ -128,9 +129,10 @@ Results Exchange::startSim()
 		else { cout << "NULL" << endl; }
 		data = days1.dequeue();
 	}
-	cout << "-----------" << endl;
-	cout << "Moving2: " << endl;
-
+*/
+//	cout << "-----------" << endl;
+//	cout << "Moving2: " << endl;
+/*
 	while(!days2.isEmpty())
 	{
 		data = days2.dequeue();
@@ -161,6 +163,9 @@ ExperimentType* Exchange::getExp() { return exp; }
 
 int Exchange::getCorrespondingPosition(double portfolioVal, int interval, int min)
 {
+	cout << "Value: " << portfolioVal << " Min: " << min << endl;
+	cout << "Subtract: " << portfolioVal-min << endl;
+	cout << "Interval: " << interval << endl;
 	return floor( ( ((int) portfolioVal) - min ) / interval );
 }
 
@@ -299,27 +304,30 @@ Results Exchange::getFitness(int savingFact, double startMon)
 	int min, max, interval, intervalPrice, positionToIncrement; min=max=interval=0;
 
 	// Processing for performance distribution
-	cout << "Pre flooring " << min_max.getMin() << endl;
-	cout << "Pre ceiling " << min_max.getMax() << endl;
+//	cout << "Pre flooring " << min_max.getMin() << endl;
+//	cout << "Pre ceiling " << min_max.getMax() << endl;
 	min = floor( ((int)min_max.getMin()) / 100 )*100;
-	cout << "Min: " << min << endl;
+//	cout << "Min: " << min << endl;
 	max = ceil( (int)min_max.getMax()/100)*100 + 100;
-	cout << "Max: " << max << endl;
+	//cout << "Max: " << max << endl;
 	interval = (max - min)/40;
 
 	min_max.getAttributesForDistr()->setMin(min);
 	min_max.getAttributesForDistr()->setMax(max);
 	min_max.getAttributesForDistr()->setInterval(interval);
 
-	cout << "Interval: " << interval << endl;
+	//cout << "Interval: " << interval << endl;
 
 	// processing for stock price vs. perfomance relation
+	// NOTE : min, max, and interval for the price vs performance is denoted
+	// with the word "Price" appended to the variable name
 	cout << "------ Stock price vs Performance " << endl;
 	cout << "Min: " << minPrice << endl << "Max: " << maxPrice << endl;
-	minPrice = floor(minPrice/10)*10;
-	maxPrice = ceil(maxPrice/10)*10+10;
+	minPrice = floor(minPrice/10)*10 - 10;
+	maxPrice = ceil(maxPrice/10)*10+50;
 	cout << "Min: " << minPrice << endl << "Max: " << maxPrice << endl;
-	intervalPrice = (maxPrice-minPrice)/40;
+	intervalPrice = (20+maxPrice-minPrice)/40;
+	cout << "Interval: " << intervalPrice << endl << endl;
 	min_max.getAttributesForPerfVsPrice()->setMin(minPrice);
 	min_max.getAttributesForPerfVsPrice()->setMax(maxPrice);
 	min_max.getAttributesForPerfVsPrice()->setInterval(intervalPrice);
@@ -327,15 +335,21 @@ Results Exchange::getFitness(int savingFact, double startMon)
 	for (int j=0; j < getExp()->getNumTests(); j++ )
 	{
 
-		//cout << " " << data[j].getTotalValue() << endl;
-		// TODO
-		// Add logic to add in the performance
 
 
+		// TODO
+		// Uncomment the increment distribution function !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
 		positionToIncrement = getCorrespondingPosition(data[j].getTotalValue(), interval, min);
 		//cout << "Postion to increment: " << positionToIncrement << endl;
 		min_max.incrementDistributionAt(positionToIncrement);
 
+		positionToIncrement = getCorrespondingPosition(data[j].getFinalPrice(), intervalPrice, minPrice);
+		cout << "Position to increment: " << positionToIncrement << endl;
+		if (positionToIncrement >= 40) { cout << "Error in getFitness() -- position to increment too high" << endl; }
+		else
+		{
+			min_max.addToPerfVsPrice(positionToIncrement, data[j].getTotalValue());
+		}
 		// TODO
 		// Write all of the stock lifecycles to a file by outputting each queue
 
@@ -356,14 +370,96 @@ Results Exchange::getFitness(int savingFact, double startMon)
 	//cout << "check if set " << min_max.getTotalValue() << endl;
 	data[getExp()->getNumTests()] = min_max;
 
+	//Results* datatemp[getExp()->getNumTests()];
+	//*datatemp = data;
+
+	CSVExport(data, getExp()->getNumTests());
 
 
 	return min_max;
 }
 
 
+void Exchange::CSVExport(Results data[], int size)
+{
+	// Gives us the number of elements of type Results in the array "data"
+
+	Node* temp = nullptr;
+	bool done = false;
+	cout << "Number of trials: " << size << endl;
+	ofstream Data_File;
+	Data_File.open("myStockSimulationData.csv");
+	if (Data_File.is_open())
+	{
+		cout << "Reading file " << endl;
+	}
+	else
+	{
+		cout << "Error: could not read file " << endl;
+	}
+	Data_File << "Stock Final Price,Stock Total Value,Money,Assets,Savings,Number of Stocks, Minimum Performance, Maximum Performance";
+	for (int i = 1; i <= size; i++)
+	{
+		Data_File << ",Trial " << (i);
+	}
+
+	Data_File << "\n";
+
+	for (int i = 0; i < size; i++)
+	{
+		Data_File << data[i].getFinalPrice() << "," << data[i].getTotalValue() << "," << data[i].getMoney()
+		<< "," << data[i].getAssets() << "," << data[i].getSavings() << "," << data[i].getNumStocks() << ","
+		<< data[i].getMin() << "," << data[i].getMax();
 
+		if (!data[0].getLifeCycle()->isEmpty())
+		{
+			for (int j = 0; j < size; j++)
+			{
+				temp = data[j].getLifeCycle()->dequeue();
+				Data_File << "," << temp->getPrice();
+			}
+		}
+		Data_File << "\n";
+	}
 
+	if (!data[0].getLifeCycle()->isEmpty())
+	{
+		while (!done)
+		{
+			Data_File << " " << "," << " " << "," << " "
+			<< "," << " "<< "," << " "<< "," << " " << ","
+			<< " " << "," << " ";
+			for (int j = 0; j < size; j++)
+			{
+				Data_File << "," << data[j].getLifeCycle()->dequeue()->getPrice();
+			}
+			Data_File << "\n";
+			if (data[0].getLifeCycle()->isEmpty() == true)
+			{
+				done = true;
+			}
+		}
+	}
+	Data_File.close();
+
+	cout << "Graph Perf-vs-Price attr: min - " << data[size].getAttributesForPerfVsPrice()->getMin() << " max - " << data[size].getAttributesForPerfVsPrice()->getMax() << " ";
+	cout << "interval - " << data[size].getAttributesForPerfVsPrice()->getInterval() << endl;
+	int range1 =data[size].getAttributesForPerfVsPrice()->getMin();
+
+	for (int k=0; k < 40; k++)
+	{
+		//cout << range1 << " - ";
+		range1+=data[size].getAttributesForPerfVsPrice()->getInterval();
+		cout << range1 << " : ";
+
+		for (int p=0; p < data[size].getSizeOfListAt(k); p++ )
+		{
+			cout << " " << data[size].getListAt_PositionAt(k,p) << " ";
+		}
+		cout << endl;
+	}
+
+}
 
 
 
diff --git a/Exchange.h b/Exchange.h
index 5775e45..3382664 100644
--- a/Exchange.h
+++ b/Exchange.h
@@ -13,6 +13,7 @@
 #include "ExperimentType.h"
 #include "Results.h"
 #include "Bot.h"
+#include <fstream>
 #include <time.h>
 #include <pthread.h>
 using namespace std;
@@ -27,6 +28,7 @@ class Exchange {
 	Results getFitness(int savingFact, double startMon); // change to return a "Result" object
 	void printByDay();
 	void tick(bool pass);
+	void CSVExport(Results data[], int size);
 	ExperimentType* getExp();
 
 	int getCorrespondingPosition(double portfolioVal, int interval, int min); // O(1) !!!!!!!!!!!!!!!!!!!!!!!!!!
diff --git a/GenAlg.cpp b/GenAlg.cpp
new file mode 100644
index 0000000..e9b2461
--- /dev/null
+++ b/GenAlg.cpp
@@ -0,0 +1,28 @@
+/*
+ * GenAlg.cpp
+ *
+ *  Created on: Dec 3, 2016
+ *      Author: rocco
+ */
+
+#include "GenAlg.h"
+
+/*
+runGA(population , exchange)
+{
+	repeat
+		newPop = {}
+		for (i=1 to population.size())
+		{
+			father = randomSelect(population, exchange);
+			mother = "                             ";
+			child = reproduce(father, mother)
+			if (small probability) { child = mutate(child); }
+			add child to newPop;
+		}
+		population = newPop;
+	until 24 hours have passed
+
+	return best(population)
+}
+*/
diff --git a/GenAlg.h b/GenAlg.h
new file mode 100644
index 0000000..fe83243
--- /dev/null
+++ b/GenAlg.h
@@ -0,0 +1,15 @@
+/*
+ * GenAlg.h
+ *
+ *  Created on: Dec 3, 2016
+ *      Author: rocco
+ */
+
+#ifndef GENALG_H_
+#define GENALG_H_
+#include "Population.h"
+class GenAlg {
+};
+
+
+#endif /* GENALG_H_ */
diff --git a/Individual.cpp b/Individual.cpp
new file mode 100644
index 0000000..70fc03c
--- /dev/null
+++ b/Individual.cpp
@@ -0,0 +1,30 @@
+/*
+ * Individual.cpp
+ *
+ *  Created on: Dec 3, 2016
+ *      Author: rocco
+ */
+
+#include "Individual.h"
+
+Individual::Individual() : fitnessValue(1) { setUpAttributes(); }
+
+void Individual::setUpAttributes()
+{
+	for (int j=0; j<3; j++)
+	{
+		attributes[j] = 0;
+	}
+}
+
+void Individual::setAttributeAt( int pos, double setThis)
+{
+	if (pos >= 0 && pos < 3) {  attributes[pos] = setThis; }
+	else { cout << "Error: Cannot add at this position for the individual." << endl; }
+}
+
+void Individual::setFitnessValue(double newFit) { fitnessValue = newFit; }
+
+double Individual::getFitnessValue() { return fitnessValue; }
+
+double Individual::getAttributeAt(int pos) { return attributes[pos]; }
diff --git a/Individual.h b/Individual.h
new file mode 100644
index 0000000..48a77c4
--- /dev/null
+++ b/Individual.h
@@ -0,0 +1,32 @@
+/*
+ * Individual.h
+ *
+ *  Created on: Dec 3, 2016
+ *      Author: rocco
+ */
+
+#ifndef INDIVIDUAL_H_
+#define INDIVIDUAL_H_
+#include <iostream>
+#include <string>
+
+using namespace std;
+
+class Individual {
+public:
+	Individual();
+
+	void setUpAttributes();
+	void setAttributeAt( int pos, double setThis);
+	void setFitnessValue(double newFit);
+
+	double getFitnessValue();
+	double getAttributeAt(int pos);
+
+private:
+	double attributes[3]; // mov1, mov2, saving Factor
+	double fitnessValue;
+};
+
+
+#endif /* INDIVIDUAL_H_ */
diff --git a/LList.cpp b/LList.cpp
index d44e707..7d269fc 100644
--- a/LList.cpp
+++ b/LList.cpp
@@ -15,6 +15,7 @@ void LList::add(double dataIn)
 	{
 		head = new Node(dataIn, nullptr);
 		head->setPos(0);
+		head->setNext(nullptr);
 	}
 	else
 	{
@@ -37,7 +38,7 @@ void LList::add(double dataIn)
 
 double LList::getDataAt(int pos)
 {
-	if (pos < 0 || pos > getSize()) { return -100; } // out of bounds access
+	if (pos < 0 && pos > getSize()) { return -100; } // out of bounds access
 	else
 	{
 		bool done = false;
diff --git a/Population.cpp b/Population.cpp
new file mode 100644
index 0000000..8572317
--- /dev/null
+++ b/Population.cpp
@@ -0,0 +1,198 @@
+/*
+ * Population.cpp
+ *
+ *  Created on: Dec 3, 2016
+ *      Author: rocco
+ */
+
+#include "Population.h"
+
+Population::Population()
+{
+	setGen();
+}
+
+Population::~Population()
+{
+	for (int j=0; j < getSize(); j++)
+		{
+
+			delete Gen0[j];
+		}
+}
+
+void Population::setGen()
+{
+	for (int j=0; j < getSize(); j++)
+	{
+
+		Gen0[j] = new Individual();
+	}
+}
+
+void Population::generateGeneration0()
+{
+	// moving averages can vary from 1 - 200 days
+	// saving factor can vary from 50 - 5000
+	srand(time(NULL));
+	double mov1, mov2, savingFactor;
+	for(int k=0; k < getSize(); k++)
+	{
+		mov1 = (rand()%200) +1;
+		mov2 = (rand()%200) +1;
+		savingFactor = (rand()%4950) +50;
+
+		Gen0[k]->setAttributeAt(0,mov1);
+		Gen0[k]->setAttributeAt(1,mov2);
+		Gen0[k]->setAttributeAt(2,savingFactor);
+	}
+
+
+}
+
+void Population::printPop()
+{
+	for (int k=0; k < getSize(); k++)
+	{
+		cout << k << " : Moving1 = " << Gen0[k]->getAttributeAt(0) << " ";
+		cout << "Moving2 = " << Gen0[k]->getAttributeAt(1) << " ";
+		cout << "Saving Factor = " << Gen0[k]->getAttributeAt(2) << endl;
+	}
+}
+
+void Population::addChildToPos(int pos, Individual thisChild)
+{
+	// Be sure to deallocate the memory of that position !!!!!!!!!!!!!!!!!!!!!!!!
+
+}
+
+int Population::getSize() { return sizeOfPop; }
+
+Individual Population::randomlySelectFromPop()
+{
+	// build roullete wheel based off of their fitness values
+	srand(time(NULL));
+	double randNum = 0; // random number from 0 - 1
+	randNum = ((double) rand() /  (RAND_MAX));
+
+	double summationOfFitnessInPop = getTotalFitnessFromPop(); // summation of all the fitness values in the population
+	double sumOfCheckedInd = 0;								   // summation of all the fitness values that have been traversed thus far
+	bool done = false;
+
+	if (summationOfFitnessInPop < 1) { cout << "ERROR!!"; exit(1); } // function called before setting population
+
+	Individual prev = *Gen0[0];
+	Individual curr = *Gen0[1];
+	int counter = 2;
+
+	// check starting case
+	if (randNum > 0 && randNum < (prev.getFitnessValue()/summationOfFitnessInPop))
+	{
+		return prev;
+	}
+
+	sumOfCheckedInd = prev.getFitnessValue();
+	while (!done)
+	{
+
+		if (sumOfCheckedInd/summationOfFitnessInPop < randNum &&
+				randNum <= (sumOfCheckedInd + curr.getFitnessValue())/summationOfFitnessInPop)
+		{
+			return curr;
+		}
+		else
+		{
+			sumOfCheckedInd+=curr.getFitnessValue();
+			//prev = curr;a
+			curr = *Gen0[counter];
+			counter++;
+			if (counter == 100) { done = true; } // avoid from accessing out of bounds. Should never happen though
+		}
+	}
+}
+
+Individual Population::reproduce(Individual father, Individual mother)
+{
+	srand(time(NULL));
+	int chooseFromFatherOrMother = ( rand() % 2) + 1;
+	int numAttributesToCopy = ( rand() % 2) + 1;
+	int whichAttributeToCopy1 = ( rand() % 3) + 1;
+	int whichAttributeToCopy2 = ( rand() % 3) + 1;
+
+	while(whichAttributeToCopy1 == whichAttributeToCopy2) // ensure unique attributes are copied
+	{
+		whichAttributeToCopy2 = ( rand() % 3) + 1;
+	}
+
+	double childMov1, childMov2, childSavingFactor;
+	childMov1 = childMov2 = childSavingFactor = -1; // flag that is has not yet been updated
+
+	if (chooseFromFatherOrMother == 1) // get attributes from mother first
+	{
+		if (numAttributesToCopy == 2)
+		{
+			if (whichAttributeToCopy1 == 1) { childMov1 = mother.getAttributeAt(1); }
+			else if (whichAttributeToCopy1 == 2) { childMov2 = mother.getAttributeAt(2); }
+			else { childSavingFactor = mother.getAttributeAt(3); }
+
+			if (whichAttributeToCopy2 == 1) { childMov1 = mother.getAttributeAt(1); }
+			else if (whichAttributeToCopy2 == 2) { childMov2 = mother.getAttributeAt(2); }
+			else { childSavingFactor = mother.getAttributeAt(3); }
+
+		}
+		else
+		{
+			if (whichAttributeToCopy1 == 1) { childMov1 = mother.getAttributeAt(1); }
+			else if (whichAttributeToCopy1 == 2) { childMov2 = mother.getAttributeAt(2); }
+			else { childSavingFactor = mother.getAttributeAt(3); }
+		}
+
+		// Identify which attribute has not yet been inherited and get from father
+		if (childMov1 == -1) { childMov1 = father.getAttributeAt(1); }
+		if (childMov2 == -1) { childMov2 = father.getAttributeAt(2); }
+		if (childSavingFactor == -1) { childSavingFactor = father.getAttributeAt(3); }
+
+	}
+	else // get attributes from mother
+	{
+		if (numAttributesToCopy == 2)
+		{
+			if (whichAttributeToCopy1 == 1) { childMov1 = father.getAttributeAt(1); }
+			else if (whichAttributeToCopy1 == 2) { childMov2 = father.getAttributeAt(2); }
+			else { childSavingFactor = father.getAttributeAt(3); }
+
+			if (whichAttributeToCopy2 == 1) { childMov1 = father.getAttributeAt(1); }
+			else if (whichAttributeToCopy2 == 2) { childMov2 = father.getAttributeAt(2); }
+			else { childSavingFactor = father.getAttributeAt(3); }
+
+		}
+		else
+		{
+			if (whichAttributeToCopy1 == 1) { childMov1 = father.getAttributeAt(1); }
+			else if (whichAttributeToCopy1 == 2) { childMov2 = father.getAttributeAt(2); }
+			else { childSavingFactor = father.getAttributeAt(3); }
+		}
+
+		// Identify which attribute has not yet been inherited and get from Mother
+		if (childMov1 == -1) { childMov1 = mother.getAttributeAt(1); }
+		if (childMov2 == -1) { childMov2 = mother.getAttributeAt(2); }
+		if (childSavingFactor == -1) { childSavingFactor = mother.getAttributeAt(3); }
+	}
+
+	Individual child; child.setAttributeAt(0, childMov1); child.setAttributeAt(1, childMov2);
+	child.setAttributeAt(2, childSavingFactor);
+	return child;
+
+}
+
+double Population::getTotalFitnessFromPop()
+{
+	double sum;
+	for (int j = 0; j < getSize(); j++)
+	{
+		sum += Gen0[j]->getFitnessValue();
+	}
+	return sum;
+}
+
+
diff --git a/Population.h b/Population.h
new file mode 100644
index 0000000..4fc9bad
--- /dev/null
+++ b/Population.h
@@ -0,0 +1,43 @@
+/*
+ * Population.h
+ *
+ *  Created on: Dec 3, 2016
+ *      Author: rocco
+ */
+
+#ifndef POPULATION_H_
+#define POPULATION_H_
+#include "Individual.h"
+#include <stdlib.h>
+#include <time.h>
+
+class Population {
+
+public:
+	Population();
+	int getSize();
+
+	Individual randomlySelectFromPop();
+	Individual reproduce(Individual father, Individual mother);
+	Individual mutate(Individual preMutant);
+
+	double getTotalFitnessFromPop();
+
+	void generateGeneration0();
+	void getPopulationsFitnessValues();
+	void addChildToPos(int pos, Individual thisChild);
+	void printPop();
+	void setGen();
+
+	~Population();
+private:
+
+	const int sizeOfPop = 10; // size of population
+	Individual* Gen0[10];
+};
+
+
+#endif /* POPULATION_H_ */
+
+
+// LEFT OFF HERE
diff --git a/Queue.cpp b/Queue.cpp
index 15b53fb..f088c3c 100644
--- a/Queue.cpp
+++ b/Queue.cpp
@@ -7,7 +7,7 @@
 
 #include "Queue.h"
 
-Queue::Queue() : first(nullptr), last(nullptr), MAX_SIZE(365), currSize(0) {}
+Queue::Queue() : first(nullptr), last(nullptr), MAX_SIZE(10000), currSize(0) {}
 
 Queue::Queue(int sizeIn) : first(nullptr), last(nullptr), MAX_SIZE(sizeIn), currSize(0) {}
 
@@ -17,6 +17,8 @@ void Queue::enqueue(Node* lastIn)
 	{
 		first = lastIn;
 		last = lastIn;
+
+		currSize++;
 	}
 	else
 	{
diff --git a/Results.cpp b/Results.cpp
index 076c851..ca431be 100644
--- a/Results.cpp
+++ b/Results.cpp
@@ -7,13 +7,13 @@
 
 #include "Results.h"
 
-Results::Results() :  stockFinalPrice(0), money(0), assets(0),
+Results::Results() :  stockFinalPrice(0), money(0), assets(0), lifeCycle(nullptr),
 						savings(0), numStocks(0) , minPerf(0), maxPerf(0)
 							{setUpDistributionSet(); parametersForDistr=new GraphAttributes();
 								parametersForPerfVsPrice=new GraphAttributes();
 									setUpPerfVsPrice(); }
 
-Results::Results(Queue life, double price, double moneyIn, double assetsIn,
+Results::Results(Queue* life, double price, double moneyIn, double assetsIn,
 					double savingsIn, double numS) :
 						lifeCycle(life), stockFinalPrice(price), money(moneyIn),
 							assets(assetsIn), savings(savingsIn), numStocks(numS),
@@ -21,7 +21,7 @@ Results::Results(Queue life, double price, double moneyIn, double assetsIn,
 								parametersForDistr=new GraphAttributes(); setUpPerfVsPrice();
 									parametersForPerfVsPrice=new GraphAttributes();}
 
-Queue Results::getLifeCycle() { return lifeCycle; }
+Queue* Results::getLifeCycle() { return lifeCycle; }
 
 double Results::getTotalValue()
 {
@@ -69,15 +69,40 @@ void Results::setUpDistributionSet()
 	}
 }
 
+void Results::addToPerfVsPrice(int pos, double data)
+{
+	if (pos < 0 && pos > 40)
+	{
+		cout << "Error: Invalid location to add to Performance vs. Price" << endl;
+	}
+	else
+	{
+		performanceVsPrice[pos]->add(data);
+	}
+}
+
 void Results::setUpPerfVsPrice()
 {
-	LList initializer;
 	for (int j=0; j < 40; j++)
 	{
-		performanceVsPrice[j] = initializer;
+		performanceVsPrice[j] = new LList();
 	}
 }
 
+double Results::getListAt_PositionAt(int positionInArr, int posInLList)
+{
+	if (positionInArr >= 0 && positionInArr < 40)
+	{
+	return performanceVsPrice[positionInArr]->getDataAt(posInLList);
+	}
+	else { return -200; } // error
+}
+
+int Results::getSizeOfListAt(int pos)
+{
+	return performanceVsPrice[pos]->getSize();
+}
+
 GraphAttributes* Results::getAttributesForDistr() { return parametersForDistr; }
 
 GraphAttributes* Results::getAttributesForPerfVsPrice() { return parametersForPerfVsPrice; }
diff --git a/Results.h b/Results.h
index 9f5ad65..dc19007 100644
--- a/Results.h
+++ b/Results.h
@@ -14,9 +14,9 @@
 class Results {
 public:
 	Results();
-	Results(Queue life, double price, double moneyIn, double assetsIn, double savingsIn, double numS);
+	Results(Queue* life, double price, double moneyIn, double assetsIn, double savingsIn, double numS);
 
-	Queue getLifeCycle();
+	Queue* getLifeCycle();
 	double getTotalValue();
 	double getFinalPrice();
 	double getMoney();
@@ -31,6 +31,8 @@ class Results {
 	void incrementDistributionAt(int position);
 
 	GraphAttributes* getAttributesForPerfVsPrice();
+	double getListAt_PositionAt(int positionInArr, int posInLList);
+	int getSizeOfListAt(int pos);
 	void addToPerfVsPrice(int pos, double data);
 	void setUpPerfVsPrice();
 
@@ -45,7 +47,7 @@ class Results {
 	void setUpDistributionSet();
 
 	// Possibly hold the life cycle
-	Queue lifeCycle;
+	Queue* lifeCycle;
 	double stockFinalPrice;
 	double totalValue;
 	double money;
@@ -59,7 +61,7 @@ class Results {
 	int distribution[40]; // holds all performance values
 	GraphAttributes* parametersForDistr;
 
-	LList performanceVsPrice[40];
+	LList* performanceVsPrice[40];
 	GraphAttributes* parametersForPerfVsPrice;
 
 	int volatilityFactor; // TODO Calculate a volatility factor
diff --git a/myStockSimulationData.csv b/myStockSimulationData.csv
new file mode 100644
index 0000000..e80bc64
--- /dev/null
+++ b/myStockSimulationData.csv
@@ -0,0 +1,365 @@
+Stock Final Price,Stock Total Value,Money,Assets,Savings,Number of Stocks, Minimum Performance, Maximum Performance,Trial 1,Trial 2,Trial 3,Trial 4,Trial 5,Trial 6,Trial 7,Trial 8,Trial 9,Trial 10
+941.227,10049.7,9949.67,0,100,0,0,0,1017,998.569,1012.11,1003.42,972.766,1013.69,994.157,991.124,1007.57,991.598
+1069.74,10832.2,1874.29,8557.93,400,8,0,0,1017.29,997.104,1002.06,1007.87,974.646,1001.33,998.073,990.9,1022.59,996.812
+1323.95,12589.1,2345.4,7943.69,2300,6,0,0,1021.05,987.865,1002.05,1020.48,962.209,1002.68,997.877,996.06,1021.14,989.58
+1353.13,11610.5,9610.54,0,2000,0,0,0,1028.7,990.604,992.943,1014.39,959.345,998.275,999.389,992.063,1029.01,1014.72
+1037.62,9954.86,9354.86,0,600,0,0,0,1037.3,988.325,994.659,1007.92,967.062,995.372,1004.58,997.845,1040.34,1017.73
+1057.45,9799.89,9599.89,0,200,0,0,0,1036.95,983.277,1003.37,1013.12,986.63,1004.32,1001.73,995.484,1034.11,1021.45
+1106.73,10457.8,1103.96,8853.84,500,8,0,0,1050.82,980.592,992.199,1018.62,984.6,1008.7,1006.37,1009.99,1030.57,1030.64
+1232.7,12388.7,1727.17,9861.57,800,8,0,0,1028.23,988.853,989.784,1021.44,982.286,1018.19,1001.41,1010.37,1030.3,1029.43
+1311.08,11545.2,1778.78,7866.45,1900,6,0,0,1030.82,993.341,982.712,1023.55,993.057,1002.62,1015.49,1012.76,1028.54,1038.48
+1155.7,11016.6,1826.74,8089.89,1100,7,0,0,1047.42,992.547,973.889,1014.45,990.661,1008.71,1007.64,1014.33,1021.27,1055.8
+ , , , , , , , ,1053.38,997.376,980.766,990.197,1002.62,999.541,1031.3,1023.12,1027.78,1085.75
+ , , , , , , , ,1048.75,991.205,992.249,982.875,1003.18,1008.64,1043.69,1017.98,1009.98,1083.43
+ , , , , , , , ,1028.33,996.032,994.088,981.604,995.616,1015.63,1055.69,1000.33,1018.85,1066.62
+ , , , , , , , ,1021.56,1012.63,1003.88,971.229,1013.92,1026.87,1056.47,993.094,1025.86,1050.54
+ , , , , , , , ,1023.71,988.398,1003.55,976.923,1002.99,1033.49,1044.03,1005.19,1023.33,1041.03
+ , , , , , , , ,1028.91,975.491,994.485,977.312,1001.67,1010.16,1048.45,1005.98,1015.43,1030.32
+ , , , , , , , ,1013.57,985.531,1009.86,954.868,998.482,1008.15,1065.34,1004.88,1026.13,1026.99
+ , , , , , , , ,1011.5,984.944,1029.01,965.492,997.581,1019.32,1065.2,1008.61,1026.67,1026.34
+ , , , , , , , ,992.816,981.151,1034.31,964.349,1013.68,1017.28,1055.58,1006.57,1016.64,1027.9
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+ , , , , , , , ,991.211,987.399,1039.93,986.458,1029.39,1036.55,1054.49,1012.72,1019.47,1035.89
+ , , , , , , , ,991.167,996.674,1035.58,988.227,1030.35,1052.14,1052.06,995.815,1039.84,1022.71
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+ , , , , , , , ,992.89,986.58,1056.45,984.417,1023.16,1052.05,1053.28,998.104,1054.44,1051.38
+ , , , , , , , ,991.772,966.835,1065.34,989.619,1029.54,1058.65,1043.55,1017.78,1052.91,1047.68
+ , , , , , , , ,996.506,960.383,1086,980.873,1024.02,1036.87,1045.09,1026.45,1060.08,1059.42
+ , , , , , , , ,1006,963.943,1100.55,981.207,1020.95,1029.78,1036.98,1029.79,1058.76,1066.6
+ , , , , , , , ,1005,954.058,1098.53,982.437,1023.65,1046.22,1020.22,1038.66,1051.05,1065.26
+ , , , , , , , ,1005.42,954.337,1108.67,947.675,1031.74,1050.22,992.9,1037.27,1045.11,1079
+ , , , , , , , ,998.624,943.923,1102.43,954.438,1028.18,1041.82,990.124,1033.67,1040.17,1080.1
+ , , , , , , , ,1002.47,956.087,1085.52,959.883,1022.7,1036.24,987.982,1021.01,1035.47,1089.73
+ , , , , , , , ,999.489,964.153,1079.62,956.249,1033.82,1030.35,983.077,1021.84,1024.72,1095.59
+ , , , , , , , ,1009.48,974.293,1093.26,951.652,1036.1,1023.45,973.784,1026.84,1034.28,1086.86
+ , , , , , , , ,1014.6,971.186,1090.98,943.215,1042.02,1028.39,964.47,1020.94,1039.95,1085.28
+ , , , , , , , ,1032.19,974.616,1102.72,937.717,1026.75,1045.79,960.324,1019.84,1041.18,1096.44
+ , , , , , , , ,1031.4,980.29,1112.44,947.193,1013.26,1039.38,953.999,1010.07,1039.19,1097.12
+ , , , , , , , ,1029.8,989.225,1121.43,938.68,1018.47,1037.49,934.593,1013.37,1051.26,1087.6
+ , , , , , , , ,1041.93,983.932,1129.71,945.763,1015.96,1040.73,945.064,1021.23,1049.34,1083.77
+ , , , , , , , ,1035.72,992.137,1112.69,951.682,1018.61,1040.4,924.817,1036.6,1030.88,1086.25
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+ , , , , , , , ,1043.63,963.736,1116.26,971.953,1013.2,1046.84,923.963,1058.16,1012.79,1091
+ , , , , , , , ,1062.97,970.393,1105.62,979.502,1020.57,1065.36,933.195,1052.18,981.981,1084.25
+ , , , , , , , ,1066.66,979.068,1107.87,981.969,1014.92,1062.94,934.05,1053.75,963.58,1087.64
+ , , , , , , , ,1067.21,977.012,1124,957.631,1023.47,1059.3,948.139,1056.8,953.052,1088.92
+ , , , , , , , ,1070.48,965.715,1115.14,951.058,1010.03,1056.2,945.516,1059.47,939.272,1092.22
+ , , , , , , , ,1082.07,957.141,1130.03,948.519,1003.01,1053.36,949.378,1050.14,940.906,1100.05
+ , , , , , , , ,1092.8,949.892,1129.72,949.296,1012.73,1043.97,962.721,1042.28,941.018,1103.16
+ , , , , , , , ,1083.56,957.124,1146.59,935.306,1004.54,1036.95,957.155,1031.13,935.321,1099.78
+ , , , , , , , ,1069.81,957.581,1136.2,926.907,1024.3,1038.11,950.936,1032.64,946.511,1074.77
+ , , , , , , , ,1070.96,971.023,1134.56,931.848,1019.1,1025.48,941.995,1038.56,958.178,1074.63
+ , , , , , , , ,1076.47,976.972,1125.02,945.978,1031.52,1012,940.942,1065.46,955.59,1061.4
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+ , , , , , , , ,1033.9,956.577,1172.21,1037.06,974.926,1096.99,982.906,1071.59,1037.76,1049.49
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+ , , , , , , , ,1029.27,989.877,1214.25,1077.29,1031.34,1055.08,990.796,1061.96,1064.94,1025.44
+ , , , , , , , ,1032.66,1002.67,1219.02,1072.7,1033.49,1055.88,1001.35,1070.61,1051.26,1020.65
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+ , , , , , , , ,1042.53,992.794,1239.64,1097.2,1027.24,1034.72,1032.67,1059.98,1039.74,1029.73
+ , , , , , , , ,1042.77,997.746,1257.14,1094.29,1021.67,1047.07,1031.72,1055.75,1023.97,1018.23
+ , , , , , , , ,1059,993.513,1255.66,1092.04,1021.29,1041.95,1023.13,1071.21,1018.97,1014.74
+ , , , , , , , ,1052.15,1009.19,1262.96,1096.33,997.524,1056.25,1030.55,1077.76,994.075,1028.35
+ , , , , , , , ,1055.45,1017.75,1262.3,1117.58,996.357,1069.38,1037.56,1075.1,1002.56,1033.76
+ , , , , , , , ,1054.01,1017.91,1268.5,1120.09,1005.76,1058.59,1042.44,1075.39,1002.89,1040.82
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