add new repoHEAD master

author: Sven Eisenhauer <sven@sven-eisenhauer.net> 2023-11-10 15:11:48 +0100
committer: Sven Eisenhauer <sven@sven-eisenhauer.net> 2023-11-10 15:11:48 +0100
commit: 33613a85afc4b1481367fbe92a17ee59c240250b (patch)
tree: 670b842326116b376b505ec2263878912fca97e2 /Master/Modellbildung_und_Simulation/Aufgabenblatt2
download: Studium-master.tar.gz
Studium-master.tar.bz2
31 files changed, 3917 insertions, 0 deletions
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/.cproject b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/.cproject
new file mode 100644
index 0000000..f191819
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/.cproject
@@ -0,0 +1,942 @@
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+							<runAction arguments="-E -P -v -dD ${plugin_state_location}/${specs_file}" command="gcc" useDefault="true"/>
+							<parser enabled="true"/>
+						</scannerInfoProvider>
+					</profile>
+					<profile id="org.eclipse.cdt.managedbuilder.core.GCCManagedMakePerProjectProfileCPP">
+						<buildOutputProvider>
+							<openAction enabled="true" filePath=""/>
+							<parser enabled="true"/>
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+						<scannerInfoProvider id="specsFile">
+							<runAction arguments="-E -P -v -dD ${plugin_state_location}/specs.cpp" command="g++" useDefault="true"/>
+							<parser enabled="true"/>
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+					</profile>
+					<profile id="org.eclipse.cdt.managedbuilder.core.GCCManagedMakePerProjectProfileC">
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+							<runAction arguments="-E -P -v -dD ${plugin_state_location}/specs.c" command="gcc" useDefault="true"/>
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+					<profile id="org.eclipse.cdt.managedbuilder.core.GCCWinManagedMakePerProjectProfile">
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+						<scannerInfoProvider id="specsFile">
+							<runAction arguments="-c 'gcc -E -P -v -dD &quot;${plugin_state_location}/${specs_file}&quot;'" command="sh" useDefault="true"/>
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+					</profile>
+					<profile id="org.eclipse.cdt.managedbuilder.core.GCCWinManagedMakePerProjectProfileCPP">
+						<buildOutputProvider>
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+						<scannerInfoProvider id="specsFile">
+							<runAction arguments="-c 'g++ -E -P -v -dD &quot;${plugin_state_location}/specs.cpp&quot;'" command="sh" useDefault="true"/>
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+					</profile>
+					<profile id="org.eclipse.cdt.managedbuilder.core.GCCWinManagedMakePerProjectProfileC">
+						<buildOutputProvider>
+							<openAction enabled="true" filePath=""/>
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+						<scannerInfoProvider id="specsFile">
+							<runAction arguments="-c 'gcc -E -P -v -dD &quot;${plugin_state_location}/specs.c&quot;'" command="sh" useDefault="true"/>
+							<parser enabled="true"/>
+						</scannerInfoProvider>
+					</profile>
+				</scannerConfigBuildInfo>
+				<scannerConfigBuildInfo instanceId="cdt.managedbuild.config.gnu.exe.release.281449068;cdt.managedbuild.config.gnu.exe.release.281449068.;cdt.managedbuild.tool.gnu.c.compiler.exe.release.1032699552;cdt.managedbuild.tool.gnu.c.compiler.input.158227846">
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+							<runAction arguments="-E -P -v -dD ${plugin_state_location}/${specs_file}" command="gcc" useDefault="true"/>
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+					<profile id="org.eclipse.cdt.make.core.GCCStandardMakePerFileProfile">
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+							<parser enabled="true"/>
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+						<scannerInfoProvider id="makefileGenerator">
+							<runAction arguments="-f ${project_name}_scd.mk" command="make" useDefault="true"/>
+							<parser enabled="true"/>
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+					<profile id="org.eclipse.cdt.managedbuilder.core.GCCManagedMakePerProjectProfile">
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+					<profile id="org.eclipse.cdt.managedbuilder.core.GCCManagedMakePerProjectProfileCPP">
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+							<runAction arguments="-E -P -v -dD ${plugin_state_location}/specs.cpp" command="g++" useDefault="true"/>
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+					<profile id="org.eclipse.cdt.managedbuilder.core.GCCManagedMakePerProjectProfileC">
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+						<scannerInfoProvider id="specsFile">
+							<runAction arguments="-E -P -v -dD ${plugin_state_location}/specs.c" command="gcc" useDefault="true"/>
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+					</profile>
+					<profile id="org.eclipse.cdt.managedbuilder.core.GCCWinManagedMakePerProjectProfile">
+						<buildOutputProvider>
+							<openAction enabled="true" filePath=""/>
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+						<scannerInfoProvider id="specsFile">
+							<runAction arguments="-c 'gcc -E -P -v -dD &quot;${plugin_state_location}/${specs_file}&quot;'" command="sh" useDefault="true"/>
+							<parser enabled="true"/>
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+					</profile>
+					<profile id="org.eclipse.cdt.managedbuilder.core.GCCWinManagedMakePerProjectProfileCPP">
+						<buildOutputProvider>
+							<openAction enabled="true" filePath=""/>
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+						</buildOutputProvider>
+						<scannerInfoProvider id="specsFile">
+							<runAction arguments="-c 'g++ -E -P -v -dD &quot;${plugin_state_location}/specs.cpp&quot;'" command="sh" useDefault="true"/>
+							<parser enabled="true"/>
+						</scannerInfoProvider>
+					</profile>
+					<profile id="org.eclipse.cdt.managedbuilder.core.GCCWinManagedMakePerProjectProfileC">
+						<buildOutputProvider>
+							<openAction enabled="true" filePath=""/>
+							<parser enabled="true"/>
+						</buildOutputProvider>
+						<scannerInfoProvider id="specsFile">
+							<runAction arguments="-c 'gcc -E -P -v -dD &quot;${plugin_state_location}/specs.c&quot;'" command="sh" useDefault="true"/>
+							<parser enabled="true"/>
+						</scannerInfoProvider>
+					</profile>
+				</scannerConfigBuildInfo>
+			</storageModule>
+			<storageModule moduleId="org.eclipse.cdt.make.core.buildtargets"/>
+		</cconfiguration>
+	</storageModule>
+	<storageModule moduleId="cdtBuildSystem" version="4.0.0">
+		<project id="Aufgabe2.cdt.managedbuild.target.gnu.exe.1167279579" name="Executable" projectType="cdt.managedbuild.target.gnu.exe"/>
+	</storageModule>
+</cproject>
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/.project b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/.project
new file mode 100644
index 0000000..33315d3
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/.project
@@ -0,0 +1,70 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<projectDescription>
+	<name>Aufgabe2und3</name>
+	<comment></comment>
+	<projects>
+	</projects>
+	<buildSpec>
+		<buildCommand>
+			<name>org.eclipse.cdt.managedbuilder.core.genmakebuilder</name>
+			<triggers>clean,full,incremental,</triggers>
+			<arguments>
+				<dictionary>
+					<key>?name?</key>
+					<value></value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.append_environment</key>
+					<value>true</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.buildArguments</key>
+					<value></value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.buildCommand</key>
+					<value>make</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.buildLocation</key>
+					<value>${workspace_loc:/Aufgabe2und3/Debug}</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.contents</key>
+					<value>org.eclipse.cdt.make.core.activeConfigSettings</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.enableAutoBuild</key>
+					<value>false</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.enableCleanBuild</key>
+					<value>true</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.enableFullBuild</key>
+					<value>true</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.stopOnError</key>
+					<value>true</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.useDefaultBuildCmd</key>
+					<value>true</value>
+				</dictionary>
+			</arguments>
+		</buildCommand>
+		<buildCommand>
+			<name>org.eclipse.cdt.managedbuilder.core.ScannerConfigBuilder</name>
+			<arguments>
+			</arguments>
+		</buildCommand>
+	</buildSpec>
+	<natures>
+		<nature>org.eclipse.cdt.core.cnature</nature>
+		<nature>org.eclipse.cdt.core.ccnature</nature>
+		<nature>org.eclipse.cdt.managedbuilder.core.managedBuildNature</nature>
+		<nature>org.eclipse.cdt.managedbuilder.core.ScannerConfigNature</nature>
+	</natures>
+</projectDescription>
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/VaR.plt b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/VaR.plt
new file mode 100644
index 0000000..5d9213f
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/VaR.plt
@@ -0,0 +1,25 @@
+set terminal wxt
+set terminal wxt font "/Library/Fonts/Sans Serif, 11"
+set multiplot
+set size 1.0,0.5
+set datafile separator ";"
+set xlabel "index"
+set ylabel "EUR"
+set origin 0.0,0.0
+plot "VaR.csv" using 1:2 title "one day" with steps
+set origin 0.0,0.5
+plot "VaR.csv" using 1:3 lt 3 title "ten days" with steps
+unset multiplot
+
+set output "VaR.png"
+set terminal png font "/Library/Fonts/Sans Serif, 11"
+set multiplot
+set size 1.0,0.5
+set datafile separator ";"
+set xlabel "index"
+set ylabel "EUR"
+set origin 0.0,0.0
+plot "VaR.csv" using 1:2 title "one day" with steps
+set origin 0.0,0.5
+plot "VaR.csv" using 1:3 lt 3 title "ten days" with steps
+replot
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/CholeskyDecomposition.cpp b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/CholeskyDecomposition.cpp
new file mode 100644
index 0000000..f74c99c
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/CholeskyDecomposition.cpp
@@ -0,0 +1,100 @@
+/*
+ * CholeskyDecomposition.cpp
+ *
+ *  Created on: 20.05.2011
+ *      Author: sven
+ */
+#ifndef PARAMETRISATION_H_
+	#include "Parametrisation.h"
+#endif
+
+#include <iostream>
+#include <iomanip>
+#include <cmath>
+
+#include "CholeskyDecomposition.h"
+
+CholeskyDecomposition::CholeskyDecomposition()
+{
+	for (UInt32 c = nenDaimler; c < nenEndOfCompanies ; c++)
+	{
+		mCholeskyMatrixOneDay.push_back(std::vector<double>(nenEndOfCompanies));
+		mCholeskyMatrixTenDays.push_back(std::vector<double>(nenEndOfCompanies));
+	}
+}
+
+CholeskyDecomposition::~CholeskyDecomposition() {
+}
+
+void CholeskyDecomposition::dumpCholeskyMatrices()
+{
+	std::cout << "Cholesky Matrix for one day" << std::endl;
+	int width = 12;
+	int prec = 6;
+	for(UInt32 i = 0; i < nenEndOfCompanies ; i++)
+	{
+		for (UInt32 j = 0; j < nenEndOfCompanies ; j++)
+		{
+			std::cout << std::setw(width) << std::setprecision(prec) << std::fixed << mCholeskyMatrixOneDay.at(i).at(j);
+		}
+		std::cout << std::endl;
+	}
+	std::cout << "Cholesky Matrix for ten days" << std::endl;
+	for(UInt32 i = 0; i < nenEndOfCompanies ; i++)
+	{
+		for (UInt32 j = 0; j < nenEndOfCompanies ; j++)
+		{
+			std::cout << std::setw(width) << std::setprecision(prec) << std::fixed << mCholeskyMatrixTenDays.at(i).at(j);
+		}
+		std::cout << std::endl;
+	}
+}
+
+void CholeskyDecomposition::calcCholeskyMatrix(CholeskyMatrix& d, const CovarianceMatrix& b)
+{
+	double sum,dp,diff;
+	for(int i = 0; i < nenEndOfCompanies ; i++)
+	{
+		for (int j = 0; j < nenEndOfCompanies ; j++)
+		{
+			if ( i < j)
+			{
+				d.at(i).at(j) = 0.0;
+			}
+			else if (i == j)
+			{
+				sum = 0.0;
+				int k=0;
+				while ( k < (i-1) )
+				{
+					dp = d.at(i).at(k);
+					sum += dp*dp;
+					k++;
+				}
+				diff = b.at(i).at(i) - sum;
+				d.at(i).at(j) = std::sqrt(diff);
+			}
+			else if (i > j)
+			{
+				sum = 0.0;
+				int k=0;
+				while (k < (i-1) )
+				{
+					sum += d.at(i).at(k) * d.at(j).at(k);
+					k++;
+				}
+				diff = b.at(i).at(j) - sum;
+				d.at(i).at(j) = (1.0 / d.at(j).at(j) ) * diff;
+			}
+		}
+	}
+}
+
+void CholeskyDecomposition::calcCholeskyDecompostions(const Parametrisation& params)
+{
+	calcCholeskyMatrix(mCholeskyMatrixOneDay,params.getCovarianceMatrix(nenOneDay));
+	calcCholeskyMatrix(mCholeskyMatrixTenDays,params.getCovarianceMatrix(nenTenDays));
+	dumpCholeskyMatrices();
+}
+
+
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/CholeskyDecomposition.h b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/CholeskyDecomposition.h
new file mode 100644
index 0000000..b7bdb6c
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/CholeskyDecomposition.h
@@ -0,0 +1,40 @@
+/*
+ * CholeskyDecomposition.h
+ *
+ *  Created on: 20.05.2011
+ *      Author: sven
+ */
+
+#ifndef CHOLESKYDECOMPOSITION_H_
+#define CHOLESKYDECOMPOSITION_H_
+
+#include <vector>
+
+typedef unsigned int UInt32;
+typedef std::vector< std::vector<double> > CholeskyMatrix;
+
+class CholeskyDecomposition {
+public:
+	CholeskyDecomposition();
+	virtual ~CholeskyDecomposition();
+	void calcCholeskyDecompostions(const Parametrisation& params);
+	const CholeskyMatrix& getMatrix(const enHoldingTime& holdingTime) const
+	{
+		switch(holdingTime)
+		{
+		case nenOneDay:
+			return mCholeskyMatrixOneDay;
+		case nenTenDays:
+			return mCholeskyMatrixTenDays;
+		default:
+			throw 17;
+		}
+	}
+private:
+	CholeskyMatrix mCholeskyMatrixOneDay;
+	CholeskyMatrix mCholeskyMatrixTenDays;
+	void dumpCholeskyMatrices();
+	void calcCholeskyMatrix(CholeskyMatrix& d, const CovarianceMatrix& b);
+};
+
+#endif /* CHOLESKYDECOMPOSITION_H_ */
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/HistoricSimulation.cpp b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/HistoricSimulation.cpp
new file mode 100644
index 0000000..412eac1
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/HistoricSimulation.cpp
@@ -0,0 +1,82 @@
+/*
+ * HistoricSimulation.cpp
+ *
+ *  Created on: 27.05.2011
+ *      Author: eisenhauer
+ */
+
+#include "HistoricSimulation.h"
+#include <algorithm>
+#include <iostream>
+#include <iomanip>
+#include <stdio.h>
+
+const double PORTFOLIO[] = {200000.0,150000.0,250000.0,300000.0,200000.0};
+
+HistoricSimulation::HistoricSimulation()
+{
+}
+
+HistoricSimulation::~HistoricSimulation() {
+}
+
+void HistoricSimulation::doSimulation(const Parametrisation& param, const enHoldingTime& nenHoldingTime)
+{
+	const std::vector<StockPrices>& stockPrices = param.getStockPrices();
+	uint8_t u8HoldingTime = static_cast<uint8_t>(nenHoldingTime);
+	uint32_t N = stockPrices.size() - u8HoldingTime;
+	uint32_t n = 0;
+	mData.clear();
+	std::vector<double> portfolio(static_cast<uint8_t>(nenEndOfCompanies));
+	double portfolioValue = 0.0;
+
+	for (uint8_t c=0; c < nenEndOfCompanies; c++)
+	{
+		mData.push_back(std::vector<double>(N));
+		portfolio.at(c) = param.getLastValue(static_cast<enCompany>(c) ) * PORTFOLIO[c];
+		portfolioValue += portfolio.at(c);
+	}
+
+	for(uint32_t counter = u8HoldingTime; counter < stockPrices.size() ; counter++)
+	{
+		for (uint8_t c=0; c < nenEndOfCompanies; c++)
+		{
+			double compRelChange = 0.0;
+			switch(nenHoldingTime)
+			{
+			case nenOneDay:
+				compRelChange = stockPrices.at(counter).mStock.at(c).mValueRelChangeOne;
+				break;
+			case nenTenDays:
+				compRelChange = stockPrices.at(counter).mStock.at(c).mValueRelChangeTen;
+				break;
+			}
+			double actCompValue = portfolio.at(c) + (portfolio.at(c) * compRelChange / 100);
+			mData.at(c).at(n) = actCompValue;
+		}
+		n++;
+	}
+
+	std::vector<double> simulatedPortfolioValues(N);
+	for (n = 0; n < N; n++) {
+		double sum = 0.0;
+		for (uint8_t c=0; c < nenEndOfCompanies; c++)
+		{
+			sum += mData.at(c).at(n);
+		}
+		simulatedPortfolioValues.at(n) = sum;
+	}
+	std::vector<double> simulatedPortfolioChanges(N);
+	for (n = 0; n < N; n++) {
+		simulatedPortfolioChanges.at(n) = portfolioValue - simulatedPortfolioValues.at(n);
+	}
+	std::sort(simulatedPortfolioChanges.begin(),simulatedPortfolioChanges.end());
+	uint32_t quantilIdx = (N / 100) - 1;
+	double VaR = simulatedPortfolioChanges.at(quantilIdx);
+	std::string strHoldTime = (nenHoldingTime==nenOneDay)?"one day: ":"ten days: ";
+	std::cout << "Historic simulation VaR for " + strHoldTime << VaR << " EUR" << std::endl;
+//	printf("%u\n",quantilIdx);
+//	for (n = 0; n < N; n++) {
+//		std::cout << simulatedPortfolioChanges.at(n) << std::endl;
+//	}
+}
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/HistoricSimulation.h b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/HistoricSimulation.h
new file mode 100644
index 0000000..ac71c3f
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/HistoricSimulation.h
@@ -0,0 +1,26 @@
+/*
+ * HistoricSimulation.h
+ *
+ *  Created on: 27.05.2011
+ *      Author: eisenhauer
+ */
+
+#ifndef HISTORICSIMULATION_H_
+#define HISTORICSIMULATION_H_
+
+#include "Parametrisation.h"
+#include <vector>
+
+typedef unsigned char uint8_t;
+typedef unsigned  uint32_t;
+
+class HistoricSimulation {
+public:
+	HistoricSimulation();
+	virtual ~HistoricSimulation();
+	void doSimulation(const Parametrisation& param, const enHoldingTime& nenHoldingTime);
+private:
+	std::vector< std::vector<double> > mData;
+};
+
+#endif /* HISTORICSIMULATION_H_ */
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/MonteCarloSimulation.cpp b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/MonteCarloSimulation.cpp
new file mode 100644
index 0000000..3ca5beb
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/MonteCarloSimulation.cpp
@@ -0,0 +1,195 @@
+/*
+ * MonteCarloSimulation.cpp
+ *
+ *  Created on: 20.05.2011
+ *      Author: sven
+ */
+
+#include "Normaldistribution.h"
+#include "MonteCarloSimulation.h"
+#include <iomanip>
+#include <iostream>
+#include <algorithm>
+#include <vector>
+#include <fstream>
+
+static const unsigned NUMBER_OF_SIMULATIONS = 10000;
+
+const double PORTFOLIO[] = {200000.0,150000.0,250000.0,300000.0,200000.0};
+
+MonteCarloSimulation::MonteCarloSimulation()
+{
+	for (unsigned i=0; i<NUMBER_OF_SIMULATIONS; i++) {
+		mOneDaySimulatedCourseChanges.push_back(std::vector<double>(nenEndOfCompanies));
+		mTenDaySimulatedCourseChanges.push_back(std::vector<double>(nenEndOfCompanies));
+	}
+}
+
+MonteCarloSimulation::~MonteCarloSimulation() {
+}
+
+void MonteCarloSimulation::doSimulations(const Parametrisation& param, const CholeskyDecomposition& cholDecomp)
+{
+	std::vector<double> y(nenEndOfCompanies);
+	std::vector<double> mu(nenEndOfCompanies);
+	Normaldistribution norm;
+
+	for (int i=0; i<2; i++) {
+		enHoldingTime d = (i==0)?nenOneDay:nenTenDays;
+		const CholeskyMatrix& D = cholDecomp.getMatrix(d);
+		param.getArithAverages(mu,d);
+		for (unsigned i=0; i< NUMBER_OF_SIMULATIONS; i++) {
+			norm.calcRandomVector(D,mu,y);
+			if (d == nenOneDay) {
+				for (unsigned j=0; j<nenEndOfCompanies;j++) {
+					mOneDaySimulatedCourseChanges.at(i).at(j) = y.at(j);
+				}
+			} else if (d == nenTenDays) {
+				for (unsigned j=0; j<nenEndOfCompanies;j++) {
+					mTenDaySimulatedCourseChanges.at(i).at(j) = y.at(j);
+				}
+			}
+		}
+	}
+	std::vector<double> portfolio(nenEndOfCompanies);
+	double portfolioValue = 0.0;
+	for (unsigned c=0; c < nenEndOfCompanies; c++)
+	{
+		portfolio.at(c) = param.getLastValue(static_cast<enCompany>(c) ) * PORTFOLIO[c];
+		portfolioValue += portfolio.at(c);
+	}
+
+	std::vector< std::vector<double> > simulatedPortfolioOneDay;
+	std::vector< std::vector<double> > simulatedPortfolioTenDays;
+	std::vector<double> simulatedPortfolioValuesOneDay(NUMBER_OF_SIMULATIONS);
+	std::vector<double> simulatedPortfolioValuesTenDays(NUMBER_OF_SIMULATIONS);
+
+	for (unsigned i=0; i<NUMBER_OF_SIMULATIONS; i++) {
+		simulatedPortfolioOneDay.push_back(std::vector<double>(nenEndOfCompanies));
+		simulatedPortfolioTenDays.push_back(std::vector<double>(nenEndOfCompanies));
+		simulatedPortfolioValuesOneDay.at(i) = 0.0;
+		simulatedPortfolioValuesTenDays.at(i) = 0.0;
+	}
+
+	for (unsigned i=0; i<NUMBER_OF_SIMULATIONS; i++) {
+		for (unsigned j=0; j<nenEndOfCompanies;j++) {
+			simulatedPortfolioOneDay.at(i).at(j) = portfolio.at(j) + (portfolio.at(j) * mOneDaySimulatedCourseChanges.at(i).at(j) / 100.0);
+			simulatedPortfolioTenDays.at(i).at(j) = portfolio.at(j) + (portfolio.at(j) * mTenDaySimulatedCourseChanges.at(i).at(j) / 100.0);
+			simulatedPortfolioValuesOneDay.at(i) += simulatedPortfolioOneDay.at(i).at(j);
+			simulatedPortfolioValuesTenDays.at(i) += simulatedPortfolioTenDays.at(i).at(j);
+		}
+//		std::cout << std::setw(20) << std::fixed << (portfolioValue - simulatedPortfolioValuesOneDay.at(i))
+//				<< std::setw(20) << (portfolioValue - simulatedPortfolioValuesTenDays.at(i))
+//				<< std::endl;
+	}
+	std::sort(simulatedPortfolioValuesOneDay.begin(), simulatedPortfolioValuesOneDay.end());
+	std::sort(simulatedPortfolioValuesTenDays.begin(), simulatedPortfolioValuesTenDays.end());
+
+	std::vector<double> portfolioValueChangesOneDay(NUMBER_OF_SIMULATIONS);
+	std::vector<double> portfolioValueChangesTenDays(NUMBER_OF_SIMULATIONS);
+	std::ofstream of;
+	of.open("VaR.csv",std::ios::out);
+	for (unsigned i=0; i<NUMBER_OF_SIMULATIONS; i++) {
+		portfolioValueChangesOneDay.at(i) = simulatedPortfolioValuesOneDay.at(i) - portfolioValue;
+		portfolioValueChangesTenDays.at(i) = simulatedPortfolioValuesTenDays.at(i) - portfolioValue;
+//		std::cout << std::setw(20) << std::fixed << (portfolioValue - simulatedPortfolioValuesOneDay.at(i))
+//				<< std::setw(20) << (portfolioValue - simulatedPortfolioValuesTenDays.at(i))
+//				<< std::endl;
+		of << i << ";" << std::fixed << portfolioValueChangesOneDay.at(i)
+				<< ";" << portfolioValueChangesTenDays.at(i)
+				<< std::endl;
+	}
+	of.close();
+	unsigned VaRIdx = NUMBER_OF_SIMULATIONS / 100;
+	std::cout << "MonteCarlo VaR one day: " << std::setprecision(2) << std::fixed << portfolioValueChangesOneDay.at(VaRIdx)
+			<< " EUR" << std::endl;
+	std::cout << "MonteCarlo VaR ten days: " << std::setprecision(2) << std::fixed << portfolioValueChangesTenDays.at(VaRIdx)
+			<< " EUR" << std::endl;
+
+	// calculate arithmetic average of simulated values
+	std::vector<double> simAverOneDay(nenEndOfCompanies);
+	std::vector<double> simAverTenDays(nenEndOfCompanies);
+
+	for (unsigned n=0; n < NUMBER_OF_SIMULATIONS ; n++)
+	{
+		for (unsigned c = 0; c < nenEndOfCompanies; c++)
+		{
+			simAverOneDay.at(c) += mOneDaySimulatedCourseChanges.at(n).at(c);
+			simAverTenDays.at(c) += mTenDaySimulatedCourseChanges.at(n).at(c);
+		}
+	}
+	for (unsigned c = 0; c < nenEndOfCompanies; c++)
+	{
+		simAverOneDay.at(c) /= NUMBER_OF_SIMULATIONS;
+		simAverTenDays.at(c) /= NUMBER_OF_SIMULATIONS;
+	}
+	int width = 20;
+	int prec = 6;
+	std::cout << std::setw(width) << "Comp." << std::setw(width) << "sim. one day aver."
+			<< std::setw(width) << "sim. ten days aver." << std::endl;
+	for (unsigned c = 0; c < nenEndOfCompanies; c++)
+	{
+		std::cout << std::setw(width) << c << std::setw(width) << std::setprecision(prec) << simAverOneDay.at(c)
+					<< std::setw(width) << simAverTenDays.at(c) << std::endl;
+	}
+
+	// covariance matrices of simulation
+	CovarianceMatrix simOneDayCovMatrix;
+	CovarianceMatrix simTenDaysCovMatrix;
+	double sum,diffI,diffJ;
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		simOneDayCovMatrix.push_back(std::vector<double>(nenEndOfCompanies));
+		simTenDaysCovMatrix.push_back(std::vector<double>(nenEndOfCompanies));
+	}
+
+	//one day
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		for (unsigned j = static_cast<unsigned>(nenDaimler) ; j < static_cast<unsigned>(nenEndOfCompanies); j++) {
+			if (i <= j) {
+				sum = 0.0;
+				for (unsigned n=0 ; n < NUMBER_OF_SIMULATIONS ; n++) {
+					diffI = mOneDaySimulatedCourseChanges.at(n).at(i) - simAverOneDay.at(i);
+					diffJ = mOneDaySimulatedCourseChanges.at(n).at(j) - simAverOneDay.at(j);
+					sum += (diffI * diffJ) / (NUMBER_OF_SIMULATIONS - 1);
+				}
+				simOneDayCovMatrix.at(i).at(j) = sum;
+			} else {
+				simOneDayCovMatrix.at(i).at(j) = simOneDayCovMatrix.at(j).at(i);
+			}
+		}
+	}
+
+	// ten days
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		for (unsigned j = static_cast<unsigned>(nenDaimler) ; j < static_cast<unsigned>(nenEndOfCompanies); j++) {
+			if (i <= j) {
+				sum = 0.0;
+				for (unsigned n=0 ; n < NUMBER_OF_SIMULATIONS ; n++) {
+					diffI = mTenDaySimulatedCourseChanges.at(n).at(i) - simAverTenDays.at(i);
+					diffJ = mTenDaySimulatedCourseChanges.at(n).at(j) - simAverTenDays.at(j);
+					sum += (diffI * diffJ) / (NUMBER_OF_SIMULATIONS - 1);
+				}
+				simTenDaysCovMatrix.at(i).at(j) = sum;
+			} else {
+				simTenDaysCovMatrix.at(i).at(j) = simTenDaysCovMatrix.at(j).at(i);
+			}
+		}
+	}
+
+	// dump covariance matrices
+	width = 12;
+	std::cout << "Covariance matrix for simulation for one days" << std::endl;
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		for (unsigned j = static_cast<unsigned>(nenDaimler) ; j < static_cast<unsigned>(nenEndOfCompanies); j++) {
+			std::cout << std::setw(width) << std::setprecision(prec) << simOneDayCovMatrix.at(i).at(j);
+		}
+		std::cout << std::endl;
+	}
+	std::cout << "Covariance matrix for simulation for ten days" << std::endl;
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		for (unsigned j = static_cast<unsigned>(nenDaimler) ; j < static_cast<unsigned>(nenEndOfCompanies); j++) {
+			std::cout << std::setw(width) << std::setprecision(prec) << simTenDaysCovMatrix.at(i).at(j);
+		}
+		std::cout << std::endl;
+	}
+}
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/MonteCarloSimulation.h b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/MonteCarloSimulation.h
new file mode 100644
index 0000000..7865067
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/MonteCarloSimulation.h
@@ -0,0 +1,28 @@
+/*
+ * MonteCarloSimulation.h
+ *
+ *  Created on: 20.05.2011
+ *      Author: sven
+ */
+
+#ifndef MONTECARLOSIMULATION_H_
+#define MONTECARLOSIMULATION_H_
+
+#include "Parametrisation.h"
+#include "CholeskyDecomposition.h"
+
+#include <vector>
+
+typedef std::vector< std::vector<double> > SimulatedCourseChanges;
+
+class MonteCarloSimulation {
+public:
+	MonteCarloSimulation();
+	virtual ~MonteCarloSimulation();
+	void doSimulations(const Parametrisation& param, const CholeskyDecomposition& cholDecomp);
+private:
+	SimulatedCourseChanges mOneDaySimulatedCourseChanges;
+	SimulatedCourseChanges mTenDaySimulatedCourseChanges;
+};
+
+#endif /* MONTECARLOSIMULATION_H_ */
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Normaldistribution.cpp b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Normaldistribution.cpp
new file mode 100644
index 0000000..5c9370b
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Normaldistribution.cpp
@@ -0,0 +1,64 @@
+/*
+ * Normaldistribution.cpp
+ *
+ *  Created on: 20.05.2011
+ *      Author: sven
+ */
+
+#include "Normaldistribution.h"
+#include <cmath>
+#include <cstdlib>
+#include <iostream>
+
+Normaldistribution::Normaldistribution() {
+}
+
+Normaldistribution::~Normaldistribution() {
+}
+
+void Normaldistribution::calcRandomVector(const CholeskyMatrix& D, const std::vector<double>& mu , std::vector<double>& y)
+{
+	std::vector<double> u(nenEndOfCompanies);
+	calcStandardNormalDistributedRandomVector(nenEndOfCompanies,u);
+	for (int i=0;i<nenEndOfCompanies;i++)
+	{
+		double sum = 0.0;
+		for (int j=0; j< nenEndOfCompanies ; j++)
+		{
+			sum += (D.at(i).at(j) * u.at(j));
+		}
+		y.at(i) = sum + mu.at(i);
+//		std::cout << y.at(i) << std::endl;
+	}
+//	std::cout << std::endl;
+}
+
+void Normaldistribution::calcStandardNormalDistributedRandomVector(const int size, std::vector<double>& u)
+{
+	double x1,x2;
+	double v1,v2;
+	double u1,u2;
+	double s;
+	int counter = 0;
+	while (counter < size)
+	{
+		do
+		{
+			x1 = ((double) rand()) / (RAND_MAX + 1.0);
+			x2 = ((double) rand()) / (RAND_MAX + 1.0);
+			v1 = (2.0 * x1) - 1.0;
+			v2 = (2.0 * x2) - 1.0;
+			s = (v1*v1) + (v2*v2);
+		} while (s >= 1.0);
+		u1 = v1 * std::sqrt( - (2.0 / s) * std::log(s) );
+		u2 = v2 * std::sqrt( - (2.0 / s) * std::log(s) );
+		if (counter < size) {
+			u.at(counter) = u1;
+			counter++;
+		}
+		if (counter < size) {
+			u.at(counter) = u2;
+			counter++;
+		}
+	}
+}
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Normaldistribution.h b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Normaldistribution.h
new file mode 100644
index 0000000..5609ba3
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Normaldistribution.h
@@ -0,0 +1,24 @@
+/*
+ * Normaldistribution.h
+ *
+ *  Created on: 20.05.2011
+ *      Author: sven
+ */
+
+#ifndef NORMALDISTRIBUTION_H_
+#define NORMALDISTRIBUTION_H_
+
+#include "Parametrisation.h"
+#include "CholeskyDecomposition.h"
+#include <vector>
+
+class Normaldistribution {
+public:
+	Normaldistribution();
+	virtual ~Normaldistribution();
+	void calcRandomVector(const CholeskyMatrix& D, const std::vector<double>& mu , std::vector<double>& y);
+private:
+	void calcStandardNormalDistributedRandomVector(const int size, std::vector<double>& u);
+};
+
+#endif /* NORMALDISTRIBUTION_H_ */
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Parametrisation.cpp b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Parametrisation.cpp
new file mode 100644
index 0000000..a326008
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Parametrisation.cpp
@@ -0,0 +1,299 @@
+/*
+ * Parametrisation.cpp
+ *
+ *  Created on: 13.05.2011
+ *      Author: sven
+ */
+
+#include "Parametrisation.h"
+
+#include <fstream>
+#include <iostream>
+#include <sstream>
+#include <cmath>
+#include <iomanip>
+
+const char* Parametrisation::msInputFilename = "../Kurse_SS11.csv";
+
+Parametrisation::Parametrisation()
+:mArithAverageVectors(nenEndOfCompanies)
+,mStandardDeviationsOneDay(nenEndOfCompanies)
+,mStandardDeviationsTenDays(nenEndOfCompanies)
+{
+	for (unsigned c = static_cast<unsigned>(nenDaimler) ; c < static_cast<unsigned>(nenEndOfCompanies); c++) {
+		mCovarinaceMatrixOneDay.push_back(std::vector<double>(nenEndOfCompanies));
+		mCovarinaceMatrixTenDays.push_back(std::vector<double>(nenEndOfCompanies));
+		mCorrelationMatrixOneDay.push_back(std::vector<double>(nenEndOfCompanies));
+		mCorrelationMatrixTenDays.push_back(std::vector<double>(nenEndOfCompanies));
+	}
+}
+
+Parametrisation::~Parametrisation() {
+}
+
+void Parametrisation::readCsvFile()
+{
+	unsigned dayCounter = 0;
+	std::ifstream inFile;
+	inFile.open(msInputFilename, std::ios::in);
+	char buffer[256];
+	unsigned lineNum = 0;
+	while(inFile.getline(buffer, sizeof(buffer)))
+	{
+		lineNum++;
+		if (lineNum <= 3) {
+			continue;
+		}
+		std::string tmp(buffer);
+		std::vector<std::string> tokens;
+		this->tokenize(tmp,tokens);
+		StockPrices prices;
+		prices.mDayIdx = dayCounter;
+		prices.mDate = tokens.at(0);
+		for (unsigned c = static_cast<unsigned>(nenDaimler) ; c < static_cast<unsigned>(nenEndOfCompanies); c++) {
+			prices.mStock.at(static_cast<enCompany>(c)).mValue = toDouble(tokens.at(c + 1));
+		}
+		mLastYearData.push_back(prices);
+		dayCounter++;
+	}
+	inFile.close();
+}
+void Parametrisation::tokenize(const std::string& str,
+                      std::vector<std::string>& tokens,
+                      const std::string& delimiters)
+{
+    // Skip delimiters at beginning.
+    std::string::size_type lastPos = str.find_first_not_of(delimiters, 0);
+    // Find first "non-delimiter".
+    std::string::size_type pos     = str.find_first_of(delimiters, lastPos);
+
+    while (std::string::npos != pos || std::string::npos != lastPos)
+    {
+    	std::string token = str.substr(lastPos, pos - lastPos);
+    	std::string::size_type commaPos = token.find(",");
+    	if (commaPos != std::string::npos)
+    	{
+    		token.replace(commaPos,1,".");
+    	}
+        // Found a token, add it to the vector.
+        tokens.push_back(token);
+        // Skip delimiters.  Note the "not_of"
+        lastPos = str.find_first_not_of(delimiters, pos);
+        // Find next "non-delimiter"
+        pos = str.find_first_of(delimiters, lastPos);
+    }
+}
+ double Parametrisation::toDouble(const std::string& str)
+ {
+	 std::istringstream ssIn(str);
+	 double res;
+	 ssIn >> res;
+	 return res;
+ }
+void Parametrisation::dumpValues()
+{
+	std::vector<StockPrices>::const_iterator it;
+	it = mLastYearData.begin();
+	for (; it != mLastYearData.end() ; it++) {
+		StockPrices sp = *it;
+		std::cout << sp.mDayIdx << ";" << sp.mDate;
+		for (unsigned c = static_cast<unsigned>(nenDaimler) ; c < static_cast<unsigned>(nenEndOfCompanies); c++) {
+			std::cout << ";" << sp.mStock.at(c).mValue;
+		}
+		std::cout << std::endl;
+	}
+}
+
+void Parametrisation::dumpRelChanges(const enHoldingTime& holdingTime)
+{
+	std::ofstream outFile;
+	std::ostringstream ssOut;
+	ssOut<<holdingTime;
+	std::string outFilename = "relChanges" + ssOut.str() + ".csv";
+	outFile.open(outFilename.c_str(), std::ios::out);
+	unsigned days = mLastYearData.size();
+	unsigned counter = static_cast<unsigned>(holdingTime);
+	for ( ; counter < days ; counter++) {
+		StockPrices sp = mLastYearData.at(counter);
+		outFile << sp.mDayIdx << ";" << sp.mDate;
+		for (unsigned c = static_cast<unsigned>(nenDaimler) ; c < static_cast<unsigned>(nenEndOfCompanies); c++) {
+			switch (holdingTime)
+			{
+			case nenOneDay:
+				outFile << ";" << sp.mStock.at(c).mValueRelChangeOne;
+				break;
+			case nenTenDays:
+				outFile << ";" << sp.mStock.at(c).mValueRelChangeTen;
+				break;
+			}
+
+		}
+		outFile << std::endl;
+	}
+	outFile.close();
+}
+
+void Parametrisation::calcRelChanges(const enHoldingTime& holdingTime)
+{
+	unsigned days = mLastYearData.size();
+	unsigned counter = static_cast<unsigned>(holdingTime);
+	StockPrices* prev;
+	StockPrices* act;
+	for ( ; counter < days ; counter++) {
+		act = &(mLastYearData.at(counter));
+		prev = &(mLastYearData.at(counter - static_cast<unsigned>(holdingTime)));
+		act->calcRelChanges(*prev,holdingTime);
+	}
+	dumpRelChanges(holdingTime);
+}
+
+void Parametrisation::calcArithAverageVectors()
+{
+	unsigned days = mLastYearData.size();
+	unsigned counter = 1;
+	for ( ; counter < days ; counter++) {
+		StockPrices sp = mLastYearData.at(counter);
+		for (unsigned c = static_cast<unsigned>(nenDaimler) ; c < static_cast<unsigned>(nenEndOfCompanies); c++)
+		{
+			if (counter >= nenOneDay) {
+				mArithAverageVectors.at(c).mArithAverOneDay += sp.mStock.at(c).mValueRelChangeOne;
+			}
+			if (counter >= nenTenDays) {
+				mArithAverageVectors.at(c).mArithAverTenDays += sp.mStock.at(c).mValueRelChangeTen;
+			}
+		}
+	}
+	for (unsigned c = static_cast<unsigned>(nenDaimler) ; c < static_cast<unsigned>(nenEndOfCompanies); c++)
+	{
+		mArithAverageVectors.at(c).mArithAverOneDay /= (days - nenOneDay - 1);
+		mArithAverageVectors.at(c).mArithAverTenDays /= ( days - nenTenDays - 1);
+	}
+
+	// standard deviation for one day
+	for (unsigned c = static_cast<unsigned>(nenDaimler) ; c < static_cast<unsigned>(nenEndOfCompanies); c++)
+	{
+		double sum = 0.0;
+		double diff = 0.0;
+		for (unsigned counter = nenOneDay; counter < days ; counter++) {
+			diff = mLastYearData.at(counter).mStock.at(c).mValueRelChangeOne - mArithAverageVectors.at(c).mArithAverOneDay;
+			sum += (diff * diff) / (mLastYearData.size() - nenOneDay - 1);
+		}
+		mStandardDeviationsOneDay.at(c) = std::sqrt(sum);
+	}
+
+	// standard deviation for ten days
+	for (unsigned c = static_cast<unsigned>(nenDaimler) ; c < static_cast<unsigned>(nenEndOfCompanies); c++)
+	{
+		double sum = 0.0;
+		double diff = 0.0;
+		for (unsigned counter = nenTenDays; counter < days ; counter++) {
+			diff = mLastYearData.at(counter).mStock.at(c).mValueRelChangeTen - mArithAverageVectors.at(c).mArithAverTenDays;
+			sum += (diff * diff) / (mLastYearData.size() - nenTenDays - 1);
+		}
+		mStandardDeviationsTenDays.at(c) = std::sqrt(sum);
+	}
+	dumpArithAverageVectors();
+}
+
+void Parametrisation::dumpArithAverageVectors()
+{
+	int width = 16;
+	int prec = 6;
+	std::cout  << std::setw(width) << "Idx" << std::setw(width) << "one day avg" << std::setw(width) << "ten days avg" << std::endl;
+	for (unsigned c = static_cast<unsigned>(nenDaimler) ; c < static_cast<unsigned>(nenEndOfCompanies); c++)
+	{
+		ArithAverages av = mArithAverageVectors.at(c);
+		std::cout << std::setw(width) << std::setprecision(prec) << std::fixed  << c
+			<< std::setw(width) << std::setprecision(prec) << std::fixed << av.mArithAverOneDay  
+			<< std::setw(width) << std::setprecision(prec) << std::fixed << av.mArithAverTenDays << std::endl;
+	}
+}
+
+void Parametrisation::calcCovarianceMatrices()
+{
+	double diffI = 0.0;
+	double diffJ = 0.0;
+	double sum = 0.0;
+
+	//one day
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		for (unsigned j = static_cast<unsigned>(nenDaimler) ; j < static_cast<unsigned>(nenEndOfCompanies); j++) {
+			if (i <= j) {
+				sum = 0.0;
+				for (unsigned n=nenOneDay ; n < mLastYearData.size() ; n++) {
+					diffI = mLastYearData.at(n).mStock.at(i).mValueRelChangeOne - mArithAverageVectors.at(i).mArithAverOneDay;
+					diffJ = mLastYearData.at(n).mStock.at(j).mValueRelChangeOne - mArithAverageVectors.at(j).mArithAverOneDay;
+					sum += (diffI * diffJ) / (mLastYearData.size() - nenOneDay - 1);
+				}
+				mCovarinaceMatrixOneDay.at(i).at(j) = sum;
+			} else {
+				mCovarinaceMatrixOneDay.at(i).at(j) = mCovarinaceMatrixOneDay.at(j).at(i);
+			}
+		}
+	}
+
+	// ten days
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		for (unsigned j = static_cast<unsigned>(nenDaimler) ; j < static_cast<unsigned>(nenEndOfCompanies); j++) {
+			sum = 0.0;
+			for (unsigned n=nenTenDays ; n < mLastYearData.size() ; n++) {
+				diffI = mLastYearData.at(n).mStock.at(i).mValueRelChangeTen - mArithAverageVectors.at(i).mArithAverTenDays;
+				diffJ = mLastYearData.at(n).mStock.at(j).mValueRelChangeTen - mArithAverageVectors.at(j).mArithAverTenDays;
+				sum += (diffI * diffJ) / (mLastYearData.size() - nenTenDays - 1);
+			}
+			mCovarinaceMatrixTenDays.at(i).at(j) = sum;
+		}
+	}
+	dumpCovarianceMatrices();
+}
+
+void Parametrisation::dumpCovarianceMatrices()
+{
+	int width = 12;
+	int prec = 6;
+	std::cout << "Covariance matrix for one day" << std::endl;
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		for (unsigned j = static_cast<unsigned>(nenDaimler) ; j < static_cast<unsigned>(nenEndOfCompanies); j++) {
+			std::cout << std::setw(width) << std::setprecision(prec) << std::fixed << mCovarinaceMatrixOneDay.at(i).at(j);
+		}
+		std::cout << std::endl;
+	}
+	std::cout << "Covariance matrix for ten days" << std::endl;
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		for (unsigned j = static_cast<unsigned>(nenDaimler) ; j < static_cast<unsigned>(nenEndOfCompanies); j++) {
+			std::cout << std::setw(width) << std::setprecision(prec) << std::fixed << mCovarinaceMatrixTenDays.at(i).at(j);
+		}
+		std::cout << std::endl;
+	}
+}
+
+void Parametrisation::calcCorrelationMatrices()
+{
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		for (unsigned j = static_cast<unsigned>(nenDaimler) ; j < static_cast<unsigned>(nenEndOfCompanies); j++) {
+			mCorrelationMatrixOneDay.at(i).at(j) = mCovarinaceMatrixOneDay.at(i).at(j) / (mStandardDeviationsOneDay.at(i) * mStandardDeviationsOneDay.at(j));
+			mCorrelationMatrixTenDays.at(i).at(j) = mCovarinaceMatrixTenDays.at(i).at(j) / (mStandardDeviationsTenDays.at(i) * mStandardDeviationsTenDays.at(j));
+		}
+	}
+	dumpCorrelationMatrices();
+}
+
+void Parametrisation::dumpCorrelationMatrices()
+{
+	int width = 12;
+	int prec = 6;
+	std::cout << "Correlation matrix for one day" << std::endl;
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		for (unsigned j = static_cast<unsigned>(nenDaimler) ; j < static_cast<unsigned>(nenEndOfCompanies); j++) {
+			std::cout << std::setw(width) << std::setprecision(prec) << std::fixed << mCorrelationMatrixOneDay.at(i).at(j);
+		}
+		std::cout << std::endl;
+	}
+	std::cout << "Correlation matrix for ten days" << std::endl;
+	for (unsigned i = static_cast<unsigned>(nenDaimler) ; i < static_cast<unsigned>(nenEndOfCompanies); i++) {
+		for (unsigned j = static_cast<unsigned>(nenDaimler) ; j < static_cast<unsigned>(nenEndOfCompanies); j++) {
+			std::cout << std::setw(width) << std::setprecision(prec) << std::fixed << mCorrelationMatrixTenDays.at(i).at(j);
+		}
+		std::cout << std::endl;
+	}
+}
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Parametrisation.h b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Parametrisation.h
new file mode 100644
index 0000000..337442e
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/Parametrisation.h
@@ -0,0 +1,160 @@
+/*
+ * Parametrisation.h
+ *
+ *  Created on: 13.05.2011
+ *      Author: sven
+ */
+
+#ifndef PARAMETRISATION_H_
+#define PARAMETRISATION_H_
+
+#include <vector>
+#include <map>
+#include <string>
+
+enum enCompany
+{
+	nenDaimler = 0,
+	nenDeuBa,
+	nenFMC,
+	nenRWE,
+	nenSolarWorld,
+
+	// must be last entry
+	nenEndOfCompanies
+};
+
+enum enHoldingTime
+{
+	nenOneDay = 1,
+	nenTenDays = 10
+};
+
+struct Stock
+{
+	double mValue;
+	double mValueRelChangeOne;
+	double mValueRelChangeTen;
+	Stock()
+	:mValue(-99999999.9),mValueRelChangeOne(-99999999.9),mValueRelChangeTen(-99999999.9)
+	{}
+	void calcRelChange(const Stock& prev, const enHoldingTime& holdingTime)
+	{
+		switch (holdingTime)
+		{
+		case nenOneDay:
+			mValueRelChangeOne = ((mValue - prev.mValue) / prev.mValue) * 100.0;
+			break;
+		case nenTenDays:
+			mValueRelChangeTen = ((mValue - prev.mValue) / prev.mValue) * 100.0;
+			break;
+		default:
+			break;
+		}
+
+	}
+};
+
+struct StockPrices
+{
+	StockPrices()
+	:mStock(nenEndOfCompanies) {}
+	std::string mDate;
+	unsigned mDayIdx;
+	std::vector<Stock> mStock;
+	void calcRelChanges(const StockPrices& prevDay, const enHoldingTime& holdingTime)
+	{
+		for (unsigned c = static_cast<unsigned>(nenDaimler) ; c < static_cast<unsigned>(nenEndOfCompanies); c++) {
+			mStock.at(c).calcRelChange(prevDay.mStock.at(c), holdingTime);
+		}
+	}
+};
+
+
+struct ArithAverages{
+	double mArithAverOneDay;
+	double mArithAverTenDays;
+	ArithAverages()
+	:mArithAverOneDay(0.0),mArithAverTenDays(0.0) {}
+};
+
+
+typedef std::vector< std::vector<double> > CovarianceMatrix;
+typedef CovarianceMatrix CorrelationMatrix;
+
+
+class Parametrisation {
+public:
+	Parametrisation();
+	virtual ~Parametrisation();
+	void readCsvFile();
+	void calcRelChanges(const enHoldingTime& holdingTime);
+	void calcArithAverageVectors();
+	void calcCovarianceMatrices();
+	void calcCorrelationMatrices();
+
+	double getLastValue(const enCompany& comp) const
+	{
+		return mLastYearData.back().mStock.at(comp).mValue;
+	}
+
+	const CovarianceMatrix& getCovarianceMatrix(const enHoldingTime& holdingTime) const
+	{
+		switch (holdingTime)
+		{
+		case nenOneDay:
+			//return mCorrelationMatrixOneDay;
+			return mCovarinaceMatrixOneDay;
+		case nenTenDays:
+			//return mCorrelationMatrixTenDays;
+			return mCovarinaceMatrixTenDays;
+		default:
+			throw 17 ;
+		}
+	}
+	void getArithAverages(std::vector<double>& mu, const enHoldingTime holdingTime) const
+	{
+		unsigned c;
+		switch(holdingTime)
+		{
+		case nenOneDay:
+			for (c = nenDaimler; c < nenEndOfCompanies; c++)
+			{
+				mu.at(c) = mArithAverageVectors.at(c).mArithAverOneDay;
+			}
+			return;
+		case nenTenDays:
+			for (c = nenDaimler; c < nenEndOfCompanies; c++)
+			{
+				mu.at(c) = mArithAverageVectors.at(c).mArithAverTenDays;
+			}
+			return;
+		default:
+			throw 17;
+		}
+	}
+	const std::vector<StockPrices>& getStockPrices() const
+		{
+		return mLastYearData;
+		}
+private:
+	const static char* msInputFilename;
+	std::vector< StockPrices > mLastYearData;
+	std::vector<ArithAverages> mArithAverageVectors;
+	std::vector<double> mStandardDeviationsOneDay;
+	std::vector<double> mStandardDeviationsTenDays;
+	CovarianceMatrix mCovarinaceMatrixOneDay;
+	CovarianceMatrix mCovarinaceMatrixTenDays;
+	CorrelationMatrix mCorrelationMatrixOneDay;
+	CorrelationMatrix mCorrelationMatrixTenDays;
+
+	void tokenize(const std::string& str, std::vector<std::string>& tokens, const std::string& delimiters = ";");
+	double toDouble(const std::string& str);
+	void dumpValues();
+	void dumpRelChanges(const enHoldingTime& holdingTime);
+	void dumpArithAverageVectors();
+	void dumpCovarianceMatrices();
+	void dumpCorrelationMatrices();
+};
+
+#endif /* PARAMETRISATION_H_ */
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/main.cpp b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/main.cpp
new file mode 100644
index 0000000..e868108
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Aufgabe2und3/src/main.cpp
@@ -0,0 +1,35 @@
+/*
+ * main.cpp
+ *
+ *  Created on: 13.05.2011
+ *      Author: sven
+ */
+
+#include "Parametrisation.h"
+#include "CholeskyDecomposition.h"
+#include "MonteCarloSimulation.h"
+#include "HistoricSimulation.h"
+
+#include <cstdlib>
+#include <ctime>
+
+int main(int argc, char* argv[])
+{
+	srand(time(NULL));
+	Parametrisation param;
+	CholeskyDecomposition cholDecomp;
+	param.readCsvFile();
+	param.calcRelChanges(nenOneDay);
+	param.calcRelChanges(nenTenDays);
+	param.calcArithAverageVectors();
+	param.calcCovarianceMatrices();
+	param.calcCorrelationMatrices();
+	cholDecomp.calcCholeskyDecompostions(param);
+	HistoricSimulation hsim;
+	hsim.doSimulation(param,nenOneDay);
+	hsim.doSimulation(param,nenTenDays);
+	MonteCarloSimulation sim;
+	sim.doSimulations(param,cholDecomp);
+
+	return 0;
+}
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/.cproject b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/.cproject
new file mode 100644
index 0000000..e1f7892
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/.cproject
@@ -0,0 +1,946 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<?fileVersion 4.0.0?>
+
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+</scannerConfigBuildInfo>
+</storageModule>
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+<storageModule moduleId="org.eclipse.cdt.core.language.mapping"/>
+<storageModule moduleId="org.eclipse.cdt.internal.ui.text.commentOwnerProjectMappings"/>
+</cconfiguration>
+</storageModule>
+<storageModule moduleId="cdtBuildSystem" version="4.0.0">
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diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/.project b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/.project
new file mode 100644
index 0000000..7738775
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/.project
@@ -0,0 +1,82 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<projectDescription>
+	<name>DiceSim</name>
+	<comment></comment>
+	<projects>
+	</projects>
+	<buildSpec>
+		<buildCommand>
+			<name>org.eclipse.cdt.managedbuilder.core.genmakebuilder</name>
+			<triggers>clean,full,incremental,</triggers>
+			<arguments>
+				<dictionary>
+					<key>?name?</key>
+					<value></value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.append_environment</key>
+					<value>true</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.autoBuildTarget</key>
+					<value>all</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.buildArguments</key>
+					<value></value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.buildCommand</key>
+					<value>make</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.buildLocation</key>
+					<value>${workspace_loc:/DiceSim/Debug}</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.cleanBuildTarget</key>
+					<value>clean</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.contents</key>
+					<value>org.eclipse.cdt.make.core.activeConfigSettings</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.enableAutoBuild</key>
+					<value>false</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.enableCleanBuild</key>
+					<value>true</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.enableFullBuild</key>
+					<value>true</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.fullBuildTarget</key>
+					<value>all</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.stopOnError</key>
+					<value>true</value>
+				</dictionary>
+				<dictionary>
+					<key>org.eclipse.cdt.make.core.useDefaultBuildCmd</key>
+					<value>true</value>
+				</dictionary>
+			</arguments>
+		</buildCommand>
+		<buildCommand>
+			<name>org.eclipse.cdt.managedbuilder.core.ScannerConfigBuilder</name>
+			<arguments>
+			</arguments>
+		</buildCommand>
+	</buildSpec>
+	<natures>
+		<nature>org.eclipse.cdt.core.cnature</nature>
+		<nature>org.eclipse.cdt.core.ccnature</nature>
+		<nature>org.eclipse.cdt.managedbuilder.core.managedBuildNature</nature>
+		<nature>org.eclipse.cdt.managedbuilder.core.ScannerConfigNature</nature>
+	</natures>
+</projectDescription>
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/dicesim.plt b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/dicesim.plt
new file mode 100644
index 0000000..b5a01dd
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/dicesim.plt
@@ -0,0 +1,12 @@
+set terminal wxt
+set terminal wxt font "/Library/Fonts/Sans Serif, 11"
+set datafile separator ";"
+set xlabel "eyes"
+plot "dicesim.csv" using 1:2 title "abs. Freq." with steps
+
+set output "dicesim.png"
+set terminal png font "/Library/Fonts/Sans Serif, 11"
+set datafile separator ";"
+set xlabel "eyes"
+plot "dicesim.csv" using 1:2 title "abs. Freq." with steps
+replot
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSim.cpp b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSim.cpp
new file mode 100644
index 0000000..fcbd64a
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSim.cpp
@@ -0,0 +1,47 @@
+/*
+ * DiceSim.cpp
+ *
+ *  Created on: 13.05.2011
+ *      Author: sven
+ */
+
+#include <cstdlib>
+#include <ctime>
+#include <iostream>
+
+#include "DiceSim.h"
+
+DiceSim::DiceSim(unsigned numDice, unsigned numRolls)
+:mNumDice(numDice),mNumRolls(numRolls),mEyesAbsFreq((numDice * 6))
+{
+	srand(time(NULL));
+	for(mResultIter = mEyesAbsFreq.begin() ; mResultIter != mEyesAbsFreq.end() ; mResultIter++)
+	{
+		*mResultIter = 0;
+	}
+	for(unsigned n=0; n< numRolls; n++)
+	{
+		unsigned eyesSum = 0;
+		for(unsigned d=0; d<numDice; d++) {
+			eyesSum += rollDie();
+		}
+		mEyesAbsFreq.at(eyesSum - numDice)++;
+	}
+	unsigned freqSum = 0;
+	for(mResultIter = mEyesAbsFreq.begin() ; mResultIter != mEyesAbsFreq.end() ; mResultIter++)
+	{
+		freqSum += *mResultIter;
+	}
+	std::cout << "Num rolls: " << freqSum << std::endl;
+}
+
+DiceSim::~DiceSim() {
+	// TODO Auto-generated destructor stub
+}
+
+unsigned DiceSim::rollDie()
+{
+	unsigned eyes = 0;
+	eyes = 1 + (int) (6.0 * (rand() / (RAND_MAX + 1.0)));
+	return eyes;
+}
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSim.h b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSim.h
new file mode 100644
index 0000000..f7b5c59
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSim.h
@@ -0,0 +1,29 @@
+/*
+ * DiceSim.h
+ *
+ *  Created on: 13.05.2011
+ *      Author: sven
+ */
+
+#ifndef DICESIM_H_
+#define DICESIM_H_
+
+#include <vector>
+
+class DiceSim {
+public:
+	DiceSim(unsigned numDice, unsigned numRolls);
+	virtual ~DiceSim();
+	const std::vector<unsigned>& getResult() const
+	{
+		return mEyesAbsFreq;
+	}
+private:
+	unsigned mNumDice;
+	unsigned mNumRolls;
+	std::vector<unsigned> mEyesAbsFreq;
+	std::vector<unsigned>::iterator mResultIter;
+	unsigned rollDie();
+};
+
+#endif /* DICESIM_H_ */
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSimController.cpp b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSimController.cpp
new file mode 100644
index 0000000..cd5e750
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSimController.cpp
@@ -0,0 +1,127 @@
+/*
+ * DiceSimController.cpp
+ *
+ *  Created on: 11.05.2011
+ *      Author: sven
+ */
+#ifndef DICESIMCONTROLLER_H_
+	#include "DiceSimController.h"
+#endif
+
+#ifndef _LIBGLADEMM_XML_H
+	#include <libglademm/xml.h>
+#endif
+
+#ifndef DICESIM_H_
+	#include "DiceSim.h"
+#endif
+
+#include <iostream>
+#include <fstream>
+#include "Util.h"
+
+// because of static
+const char* DiceSimController::UI_FILENAME = "ui/dicesim.glade";
+
+DiceSimController::DiceSimController() {
+	Glib::RefPtr<Gtk::Builder> builder = Gtk::Builder::create_from_file(UI_FILENAME);
+	builder->get_widget("mainwindow",mPtrMainWin);
+	builder->get_widget("startbtn",mPtrStartBtn);
+	builder->get_widget("dicecombo",mPtrDiceCombo);
+	builder->get_widget("rollscombo",mPtrRollsCombo);
+	builder->get_widget("textview1",mPtrTextView);
+
+	mRefPtrTextBuffer = Gtk::TextBuffer::create();
+	mPtrTextView->set_buffer(mRefPtrTextBuffer);
+
+	mRollsTreeStore = Gtk::TreeStore::create(mRollsCols);
+	mPtrRollsCombo->set_model(mRollsTreeStore);
+	mDiceTreeStore = Gtk::TreeStore::create(mDiceCols);
+	mPtrDiceCombo->set_model(mDiceTreeStore);
+
+	Gtk::TreeModel::Row rowDice1 = *(mDiceTreeStore->append());
+	rowDice1[mDiceCols.mData] = 1;
+	Gtk::TreeModel::Row rowDice2 = *(mDiceTreeStore->append());
+	rowDice2[mDiceCols.mData] = 2;
+	Gtk::TreeModel::Row rowDice10 = *(mDiceTreeStore->append());
+	rowDice10[mDiceCols.mData] = 10;
+
+	Gtk::TreeModel::Row rowRolls500 = *(mRollsTreeStore->append());
+	rowRolls500[mRollsCols.mData] = 500;
+	Gtk::TreeModel::Row rowRolls1000 = *(mRollsTreeStore->append());
+	rowRolls1000[mRollsCols.mData] = 1000;
+	Gtk::TreeModel::Row rowRolls10000 = *(mRollsTreeStore->append());
+	rowRolls10000[mRollsCols.mData] = 10000;
+
+	mPtrDiceCombo->pack_start(mDiceCols.mData);
+	mPtrRollsCombo->pack_start(mRollsCols.mData);
+	mPtrDiceCombo->set_active(0);
+	mPtrRollsCombo->set_active(0);
+
+	mPtrMainWin->signal_hide().connect(sigc::ptr_fun(&Gtk::Main::quit));
+	mPtrStartBtn->signal_clicked().connect(sigc::mem_fun(this,&DiceSimController::on_startbutton_clicked));
+}
+
+DiceSimController::~DiceSimController() {
+	// TODO Auto-generated destructor stub
+}
+
+void DiceSimController::startApp(Gtk::Main& kit)
+{
+	kit.run(*mPtrMainWin);
+}
+
+void DiceSimController::on_startbutton_clicked()
+{
+	Gtk::TreeModel::iterator diceIter = mPtrDiceCombo->get_active();
+	Gtk::TreeModel::Row diceRow = *diceIter;
+	Gtk::TreeModel::iterator rollsIter = mPtrRollsCombo->get_active();
+	Gtk::TreeModel::Row rollsRow = *rollsIter;
+	unsigned numDice = diceRow[mDiceCols.mData];
+	unsigned numRolls = rollsRow[mRollsCols.mData];
+	std::cout << "dice: " << numDice << " rolls: " << numRolls << std::endl;
+	DiceSim diceSim(numDice,numRolls);
+	std::string text = "Eyes\tabs. freq.\n";
+	const std::vector<unsigned>& results = diceSim.getResult();
+	std::vector<unsigned>::const_iterator it = results.begin();
+	unsigned n=numDice;
+	for( ; it != results.end() ; it++)
+	{
+		if (n <= 6 * numDice) {
+			text += Util::ToUString(n);
+			text += "\t";
+			text += Util::ToUString(*it);
+			text += "\n";
+			n++;
+		}
+	}
+	mRefPtrTextBuffer->set_text(text);
+	writeToCSV(results,numDice);
+	startGnuPlot();
+}
+
+void DiceSimController::writeToCSV(const std::vector<unsigned>& results, unsigned numDice)
+{
+	std::ofstream csvFile;
+	csvFile.open("dicesim.csv", std::ios::out);
+	std::vector<unsigned>::const_iterator it;
+	unsigned n=numDice;
+	for(it = results.begin() ; it != results.end() ; it++) {
+		if (n <= 6 * numDice) {
+			if (it != results.begin()) {
+				csvFile << std::endl;
+			}
+			csvFile << n << ";";
+			csvFile << *it;
+			n++;
+		}
+	}
+	csvFile.close();
+}
+void DiceSimController::startGnuPlot()
+{
+	int i = system("gnuplot dicesim.plt -p");
+	if (i != 0) {
+		std::cerr << "Error starting gnuplot: " << i << std::endl;
+	}
+}
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSimController.h b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSimController.h
new file mode 100644
index 0000000..3c39e30
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/DiceSimController.h
@@ -0,0 +1,49 @@
+/*
+ * DiceSimController.h
+ *
+ *  Created on: 11.05.2011
+ *      Author: sven
+ */
+
+#ifndef DICESIMCONTROLLER_H_
+#define DICESIMCONTROLLER_H_
+
+#ifndef _GTKMM_H
+	#include <gtkmm.h>
+#endif
+
+class DiceSimController {
+public:
+	DiceSimController();
+	virtual ~DiceSimController();
+	void startApp(Gtk::Main& kit);
+private:
+
+	class Columns : public Gtk::TreeModel::ColumnRecord {
+	    public:
+	        Columns() {
+	            add(mData);
+	        }
+
+	        ~Columns() {}
+
+	        Gtk::TreeModelColumn<unsigned> mData;
+	    };
+	static const char* UI_FILENAME;
+	Gtk::Window* mPtrMainWin;
+	Gtk::Button* mPtrStartBtn;
+	Gtk::ComboBox* mPtrDiceCombo;
+	Gtk::ComboBox* mPtrRollsCombo;
+	Glib::RefPtr<Gtk::TreeStore> mDiceTreeStore;
+	Glib::RefPtr<Gtk::TreeStore> mRollsTreeStore;
+	Gtk::TextView* mPtrTextView;
+	Glib::RefPtr<Gtk::TextBuffer> mRefPtrTextBuffer;
+	Columns mDiceCols;
+	Columns mRollsCols;
+
+	void on_startbutton_clicked();
+	void writeToCSV(const std::vector<unsigned>& results, unsigned numDice);
+	void startGnuPlot();
+};
+
+#endif /* DICESIMCONTROLLER_H_ */
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/Util.h b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/Util.h
new file mode 100644
index 0000000..3ff7d76
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/Util.h
@@ -0,0 +1,78 @@
+/*
+ * Util.h
+ *
+ *  Created on: 31.03.2011
+ *      Author: sven
+ */
+
+#ifndef UTIL_H_
+#define UTIL_H_
+
+#ifndef _GLIBCXX_SSTREAM
+	#include <sstream>
+#endif
+#ifndef _GLIBMM_USTRING_H
+	#include <glibmm/ustring.h>
+#endif
+
+class Util
+{
+public:
+	static Glib::ustring ToUString(unsigned short val)
+	{
+		std::ostringstream ssIn;
+		ssIn << val;
+		Glib::ustring res = ssIn.str();
+		return res;
+	}
+
+	static Glib::ustring ToUString(short val)
+	{
+		std::ostringstream ssIn;
+		ssIn << val;
+		Glib::ustring res = ssIn.str();
+		return res;
+	}
+
+	static Glib::ustring ToUString(unsigned val)
+	{
+		std::ostringstream ssIn;
+		ssIn << val;
+		Glib::ustring res = ssIn.str();
+		return res;
+	}
+
+	static Glib::ustring ToUString(double val)
+	{
+		std::ostringstream ssIn;
+		ssIn << val;
+		Glib::ustring res = ssIn.str();
+		return res;
+	}
+
+	static unsigned short ToUShort(Glib::ustring& val)
+	{
+		std::istringstream buffer(val.raw());
+		unsigned short res;
+		buffer >> res;
+		return res;
+	}
+
+	static unsigned ToUint(Glib::ustring& val)
+	{
+		std::istringstream buffer(val.raw());
+		unsigned res;
+		buffer >> res;
+		return res;
+	}
+
+	static short ToShort(Glib::ustring& val)
+	{
+		std::istringstream buffer(val.raw());
+		short res;
+		buffer >> res;
+		return res;
+	}
+};
+
+#endif /* UTIL_H_ */
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/main.cpp b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/main.cpp
new file mode 100644
index 0000000..c27bcd4
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/src/main.cpp
@@ -0,0 +1,23 @@
+/*
+ * main.cpp
+ *
+ *  Created on: 11.05.2011
+ *      Author: sven
+ */
+
+#ifndef DICESIMCONTROLLER_H_
+	#include "DiceSimController.h"
+#endif
+
+#ifndef _GTKMM_H
+	#include <gtkmm.h>
+#endif
+
+int main(int argc, char* argv[])
+{
+	Gtk::Main kit(argc,argv);
+	DiceSimController diceSimController;
+	diceSimController.startApp(kit);
+
+	return 0;
+}
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/ui/dicesim.glade b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/ui/dicesim.glade
new file mode 100644
index 0000000..2266cc9
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/DiceSim/ui/dicesim.glade
@@ -0,0 +1,131 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<interface>
+  <requires lib="gtk+" version="2.16"/>
+  <!-- interface-naming-policy project-wide -->
+  <object class="GtkWindow" id="mainwindow">
+    <property name="can_focus">False</property>
+    <property name="title" translatable="yes">DiceSim</property>
+    <child>
+      <object class="GtkHPaned" id="hpaned1">
+        <property name="visible">True</property>
+        <property name="can_focus">True</property>
+        <child>
+          <object class="GtkVBox" id="vbox1">
+            <property name="visible">True</property>
+            <property name="can_focus">False</property>
+            <child>
+              <object class="GtkHBox" id="hbox1">
+                <property name="visible">True</property>
+                <property name="can_focus">False</property>
+                <child>
+                  <object class="GtkLabel" id="label1">
+                    <property name="visible">True</property>
+                    <property name="can_focus">False</property>
+                    <property name="label" translatable="yes">no. of dice</property>
+                  </object>
+                  <packing>
+                    <property name="expand">True</property>
+                    <property name="fill">True</property>
+                    <property name="position">0</property>
+                  </packing>
+                </child>
+                <child>
+                  <placeholder/>
+                </child>
+                <child>
+                  <object class="GtkComboBox" id="dicecombo">
+                    <property name="visible">True</property>
+                    <property name="can_focus">False</property>
+                  </object>
+                  <packing>
+                    <property name="expand">True</property>
+                    <property name="fill">True</property>
+                    <property name="position">2</property>
+                  </packing>
+                </child>
+              </object>
+              <packing>
+                <property name="expand">True</property>
+                <property name="fill">True</property>
+                <property name="position">0</property>
+              </packing>
+            </child>
+            <child>
+              <object class="GtkHBox" id="hbox2">
+                <property name="visible">True</property>
+                <property name="can_focus">False</property>
+                <child>
+                  <object class="GtkLabel" id="label2">
+                    <property name="visible">True</property>
+                    <property name="can_focus">False</property>
+                    <property name="label" translatable="yes">no of rolls</property>
+                  </object>
+                  <packing>
+                    <property name="expand">True</property>
+                    <property name="fill">True</property>
+                    <property name="position">0</property>
+                  </packing>
+                </child>
+                <child>
+                  <placeholder/>
+                </child>
+                <child>
+                  <object class="GtkComboBox" id="rollscombo">
+                    <property name="visible">True</property>
+                    <property name="can_focus">False</property>
+                  </object>
+                  <packing>
+                    <property name="expand">True</property>
+                    <property name="fill">True</property>
+                    <property name="position">2</property>
+                  </packing>
+                </child>
+              </object>
+              <packing>
+                <property name="expand">True</property>
+                <property name="fill">True</property>
+                <property name="position">1</property>
+              </packing>
+            </child>
+            <child>
+              <object class="GtkButton" id="startbtn">
+                <property name="label" translatable="yes">start</property>
+                <property name="visible">True</property>
+                <property name="can_focus">True</property>
+                <property name="receives_default">True</property>
+                <property name="use_action_appearance">False</property>
+              </object>
+              <packing>
+                <property name="expand">True</property>
+                <property name="fill">True</property>
+                <property name="position">2</property>
+              </packing>
+            </child>
+          </object>
+          <packing>
+            <property name="resize">False</property>
+            <property name="shrink">True</property>
+          </packing>
+        </child>
+        <child>
+          <object class="GtkScrolledWindow" id="scrolledwindow1">
+            <property name="visible">True</property>
+            <property name="can_focus">True</property>
+            <property name="hscrollbar_policy">automatic</property>
+            <property name="vscrollbar_policy">automatic</property>
+            <child>
+              <object class="GtkTextView" id="textview1">
+                <property name="visible">True</property>
+                <property name="can_focus">True</property>
+              </object>
+            </child>
+          </object>
+          <packing>
+            <property name="resize">True</property>
+            <property name="shrink">True</property>
+          </packing>
+        </child>
+      </object>
+    </child>
+  </object>
+</interface>
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110418.csv b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110418.csv
new file mode 100644
index 0000000..f0cb3d9
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110418.csv
@@ -0,0 +1,6 @@
+Schlusskurse an den Handelstagen der letzten 12 Monate (XETRA);;;;;
+;;;;;
+;Daimler;Deutsche Bank;Fresenius Medical Care;RWE;Solarworld
+18.04.2011;48,265;40;50,68;45,49;10,69
+;;;;;
+15.04.2011;49,47;41,075;50,75;46,185;11,05
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110418_lsg.csv b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110418_lsg.csv
new file mode 100644
index 0000000..78a4652
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110418_lsg.csv
@@ -0,0 +1,15 @@
+"Schlusskurse an den Handelstagen der letzten 12 Monate (XETRA)";;;;;
+;;;;;
+;Daimler;"Deutsche Bank";"Fresenius Medical Care";RWE;Solarworld
+2011/04/18;48,265;40;50,68;45,49;10,69
+;;;;;
+2011/04/15;49,47;41,075;50,75;46,185;11,05
+;;;;;
+"Veränderung [%]";-2,43581968870022;-2,61716372489349;-0,13793103448276;-1,50481758146584;-3,25791855203621
+;;;;;
+;200000;150000;250000;300000;200000
+;;;;;
+Portfoliowert;;;;;
+15.4.;44808250;;;;
+18.4;44108000;;;;
+Differenz;-700250;;;;
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110503.csv b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110503.csv
new file mode 100644
index 0000000..7e6de67
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110503.csv
@@ -0,0 +1,6 @@
+Schlusskurse an den Handelstagen der letzten 12 Monate (XETRA);;;;;
+;;;;;
+;Daimler;Deutsche Bank;Fresenius Medical Care;RWE;Solarworld
+03.05.2011;51,65;43,25;51,39;44,005;10,445
+;;;;;
+15.04.2011;49,47;41,075;50,75;46,185;11,05
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110503_lsg.csv b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110503_lsg.csv
new file mode 100644
index 0000000..9b57032
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_110503_lsg.csv
@@ -0,0 +1,15 @@
+"Schlusskurse an den Handelstagen der letzten 12 Monate (XETRA)";;;;;
+;;;;;
+;Daimler;"Deutsche Bank";"Fresenius Medical Care";RWE;Solarworld
+2011/05/03;51,65;43,25;51,39;44,005;10,445
+;;;;;
+2011/04/15;49,47;41,075;50,75;46,185;11,05
+;;;;;
+"Veränderung [%]";4,40671113806347;5,29519172245891;1,26108374384237;-4,72014723395042;-5,47511312217195
+;;;;;
+;200000;150000;250000;300000;200000
+;;;;;
+Portfoliowert;;;;;
+15.4.;44808250;;;;
+3.5.;44955500;;;;
+Differenz;147250;;;;
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_SS11.csv b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_SS11.csv
new file mode 100644
index 0000000..1e88dca
--- /dev/null
+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/Kurse_SS11.csv
@@ -0,0 +1,261 @@
+Schlusskurse an den Handelstagen der letzten 12 Monate (XETRA);;;;;
+;;;;;
+;Daimler;Deutsche Bank;Fresenius Medical Care;RWE;Solarworld
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diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/MuS_Aufgabenblatt_2_SS_11.pdf b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/MuS_Aufgabenblatt_2_SS_11.pdf
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+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/MuS_Aufgabenblatt_2_SS_11.pdf
diff --git a/Master/Modellbildung_und_Simulation/Aufgabenblatt2/mus-eisenhauer-abgabe2.zip b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/mus-eisenhauer-abgabe2.zip
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+++ b/Master/Modellbildung_und_Simulation/Aufgabenblatt2/mus-eisenhauer-abgabe2.zip
author	Sven Eisenhauer <sven@sven-eisenhauer.net>	2023-11-10 15:11:48 +0100
committer	Sven Eisenhauer <sven@sven-eisenhauer.net>	2023-11-10 15:11:48 +0100
commit	33613a85afc4b1481367fbe92a17ee59c240250b (patch)
tree	670b842326116b376b505ec2263878912fca97e2 /Master/Modellbildung_und_Simulation/Aufgabenblatt2
download	Studium-master.tar.gz Studium-master.tar.bz2